DataFrame
NO COMPARISON TARGET
2974
ROWS
0
DUPLICATES
3.3 MB
RAM
76
FEATURES
11
CATEGORICAL
61
NUMERICAL
4
TEXT
2.1.3
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
city
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
165
(6%)
405
14%
-
-
Красноярск
228
8%
-
-
Иркутск
205
7%
-
-
Санкт-Петербург
138
5%
-
-
Томск
136
5%
-
-
Петрозаводск
127
4%
-
-
Екатеринбург
97
3%
-
-
Нижний Новгород
1,638
55%
-
-
(Other)
2
floor
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
75
(3%)
3
id
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,974
(100%)
1
<1%
-
-
COL_289284
1
<1%
-
-
COL_405303
1
<1%
-
-
COL_404736
1
<1%
-
-
COL_404745
1
<1%
-
-
COL_404784
1
<1%
-
-
COL_404872
1
<1%
-
-
COL_405059
2,967
>99%
-
-
(Other)
4
osm_amenity_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
34
(1%)
ZEROES:
855
(29%)
MAX
47.0
95%
14.0
Q3
4.0
AVG
3.5
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
47.0
IQR
4.00
STD
4.94
VAR
24.4
KURT.
7.90
SKEW
2.49
SUM
10,337
5
osm_amenity_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
262
(9%)
ZEROES:
26
(<1%)
MAX
446
95%
281
Q3
60
AVG
57
MEDIAN
32
Q1
15
5%
3
MIN
0
RANGE
446
IQR
45.0
STD
79.2
VAR
6,265
KURT.
8.71
SKEW
2.96
SUM
168k
6
osm_amenity_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
386
(13%)
ZEROES:
2
(<1%)
MAX
855
95%
651
Q3
119
AVG
116
MEDIAN
66
Q1
32
5%
9
MIN
0
RANGE
855
IQR
87.0
STD
165
VAR
27,218
KURT.
8.78
SKEW
3.02
SUM
346k
7
osm_amenity_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
507
(17%)
ZEROES:
1
(<1%)
MAX
1,375
95%
1,039
Q3
193
AVG
188
MEDIAN
104
Q1
55
5%
16
MIN
0
RANGE
1,375
IQR
138
STD
268
VAR
71,990
KURT.
9.12
SKEW
3.08
SUM
560k
8
osm_building_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
9
osm_building_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
17
(<1%)
ZEROES:
2,475
(83%)
MAX
98.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
98.0
IQR
0.00
STD
2.34
VAR
5.49
KURT.
1,030
SKEW
26.5
SUM
1,330
10
osm_building_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
2,196
(74%)
MAX
247
95%
5
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
247
IQR
1.00
STD
5.34
VAR
28.5
KURT.
1,532
SKEW
34.3
SUM
2,823
11
osm_building_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
31
(1%)
ZEROES:
1,938
(65%)
MAX
490
95%
9
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
490
IQR
1.00
STD
9.89
VAR
97.7
KURT.
2,007
SKEW
41.1
SUM
4,769
12
osm_catering_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
2,000
(67%)
MAX
20.0
95%
5.0
Q3
1.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
1.00
STD
2.04
VAR
4.18
KURT.
20.2
SKEW
3.96
SUM
2,636
13
osm_catering_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
127
(4%)
ZEROES:
475
(16%)
MAX
166
95%
101
Q3
11
AVG
14
MEDIAN
5
Q1
1
5%
0
MIN
0
RANGE
166
IQR
10.0
STD
29.7
VAR
879
KURT.
11.2
SKEW
3.42
SUM
42,702
14
osm_catering_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
171
(6%)
ZEROES:
261
(9%)
MAX
318
95%
245
Q3
23
AVG
29
MEDIAN
10
Q1
4
5%
0
MIN
0
RANGE
318
IQR
19.0
STD
61.1
VAR
3,736
KURT.
11.2
SKEW
3.46
SUM
87,627
15
osm_catering_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
222
(7%)
ZEROES:
150
(5%)
MAX
515
95%
363
Q3
37
AVG
47
MEDIAN
17
Q1
6
5%
0
MIN
0
RANGE
515
IQR
31.0
STD
98.0
VAR
9,598
KURT.
11.7
SKEW
3.53
SUM
140k
16
osm_city_closest_dist
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,462
(83%)
ZEROES:
---
MAX
518
95%
23
Q3
5
AVG
9
MEDIAN
3
Q1
1
5%
1
MIN
0
RANGE
518
IQR
3.56
STD
32.2
VAR
1,038
KURT.
60.0
SKEW
7.13
SUM
27,194
17
osm_city_nearest_name
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
103
(3%)
420
14%
-
-
Красноярск
232
8%
-
-
Иркутск
206
7%
-
-
Санкт-Петербург
143
5%
-
-
Петрозаводск
139
5%
-
-
Томск
129
4%
-
-
Екатеринбург
101
3%
-
-
Нижний Новгород
1,604
54%
-
-
(Other)
18
osm_city_nearest_population
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
103
(3%)
ZEROES:
---
MAX
12.6M
95%
5.4M
Q3
1.1M
AVG
1.2M
MEDIAN
0.6M
Q1
0.4M
5%
0.2M
MIN
0.0M
RANGE
12.6M
IQR
722k
STD
1.7M
VAR
3.1T
KURT.
20.3
SKEW
4.10
SUM
3.6B
19
osm_crossing_closest_dist
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,462
(83%)
ZEROES:
---
MAX
4.73
95%
0.43
Q3
0.18
AVG
0.16
MEDIAN
0.10
Q1
0.06
5%
0.03
MIN
0.00
RANGE
4.73
IQR
0.120
STD
0.243
VAR
0.059
KURT.
123
SKEW
8.92
SUM
478
20
osm_crossing_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
1,794
(60%)
MAX
10.0
95%
4.0
Q3
1.0
AVG
1.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
1.00
STD
1.55
VAR
2.42
KURT.
3.77
SKEW
1.93
SUM
2,847
21
osm_crossing_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
74
(2%)
ZEROES:
125
(4%)
MAX
90.0
95%
46.0
Q3
25.0
AVG
17.4
MEDIAN
14.0
Q1
7.0
5%
1.0
MIN
0.0
RANGE
90.0
IQR
18.0
STD
14.3
VAR
205
KURT.
1.43
SKEW
1.19
SUM
51,806
22
osm_crossing_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
133
(4%)
ZEROES:
62
(2%)
MAX
160
95%
95
Q3
49
AVG
36
MEDIAN
30
Q1
15
5%
3
MIN
0
RANGE
160
IQR
34.0
STD
28.3
VAR
801
KURT.
1.16
SKEW
1.17
SUM
108k
23
osm_crossing_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
208
(7%)
ZEROES:
42
(1%)
MAX
252
95%
160
Q3
80
AVG
60
MEDIAN
49
Q1
26
5%
6
MIN
0
RANGE
252
IQR
54.0
STD
45.9
VAR
2,109
KURT.
1.23
SKEW
1.20
SUM
177k
24
osm_culture_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
25
osm_culture_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
36
(1%)
ZEROES:
1,631
(55%)
MAX
157
95%
10
Q3
2
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
157
IQR
2.00
STD
5.67
VAR
32.1
KURT.
233
SKEW
11.0
SUM
6,537
26
osm_culture_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
57
(2%)
ZEROES:
1,197
(40%)
MAX
243
95%
26
Q3
5
AVG
5
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
243
IQR
5.00
STD
11.1
VAR
122
KURT.
130
SKEW
8.40
SUM
14,278
27
osm_culture_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
79
(3%)
ZEROES:
930
(31%)
MAX
307
95%
44
Q3
8
AVG
8
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
307
IQR
8.00
STD
17.1
VAR
291
KURT.
81.6
SKEW
6.69
SUM
23,604
28
osm_finance_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
29
osm_finance_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
22
(<1%)
ZEROES:
875
(29%)
MAX
21.0
95%
11.0
Q3
4.0
AVG
2.9
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
4.00
STD
3.71
VAR
13.8
KURT.
3.82
SKEW
1.91
SUM
8,724
30
osm_finance_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
36
(1%)
ZEROES:
513
(17%)
MAX
35.0
95%
23.0
Q3
8.0
AVG
5.8
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
35.0
IQR
7.00
STD
6.86
VAR
47.1
KURT.
3.01
SKEW
1.82
SUM
17,339
31
osm_finance_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
51
(2%)
ZEROES:
277
(9%)
MAX
56.0
95%
36.0
Q3
12.0
AVG
9.3
MEDIAN
6.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
56.0
IQR
10.0
STD
10.5
VAR
110
KURT.
2.80
SKEW
1.78
SUM
27,674
32
osm_healthcare_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
27
(<1%)
ZEROES:
1,019
(34%)
MAX
30.0
95%
10.0
Q3
3.0
AVG
2.5
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
3.00
STD
3.94
VAR
15.5
KURT.
16.6
SKEW
3.50
SUM
7,414
33
osm_healthcare_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
48
(2%)
ZEROES:
501
(17%)
MAX
48.0
95%
24.0
Q3
6.0
AVG
5.2
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
48.0
IQR
5.00
STD
7.69
VAR
59.2
KURT.
10.5
SKEW
3.05
SUM
15,572
34
osm_healthcare_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
65
(2%)
ZEROES:
308
(10%)
MAX
68.0
95%
40.0
Q3
9.0
AVG
8.5
MEDIAN
5.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
68.0
IQR
7.00
STD
12.4
VAR
154
KURT.
9.09
SKEW
2.97
SUM
25,310
35
osm_historic_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
33
(1%)
ZEROES:
1,376
(46%)
MAX
52.0
95%
9.0
Q3
3.0
AVG
2.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
52.0
IQR
3.00
STD
3.84
VAR
14.8
KURT.
24.9
SKEW
3.91
SUM
6,394
36
osm_historic_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
54
(2%)
ZEROES:
906
(30%)
MAX
81.0
95%
18.0
Q3
6.0
AVG
4.6
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
81.0
IQR
6.00
STD
7.47
VAR
55.8
KURT.
15.9
SKEW
3.29
SUM
13,821
37
osm_historic_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
74
(2%)
ZEROES:
612
(21%)
MAX
117
95%
32
Q3
10
AVG
8
MEDIAN
3
Q1
1
5%
0
MIN
0
RANGE
117
IQR
9.00
STD
12.3
VAR
152
KURT.
11.7
SKEW
2.96
SUM
23,686
38
osm_hotels_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
56
(2%)
ZEROES:
1,709
(57%)
MAX
63.0
95%
23.0
Q3
1.0
AVG
2.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
63.0
IQR
1.00
STD
8.99
VAR
80.8
KURT.
17.7
SKEW
4.24
SUM
8,471
39
osm_hotels_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
75
(3%)
ZEROES:
1,236
(42%)
MAX
106
95%
57
Q3
3
AVG
6
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
106
IQR
3.00
STD
18.0
VAR
323
KURT.
14.8
SKEW
3.99
SUM
17,459
40
osm_hotels_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
82
(3%)
ZEROES:
870
(29%)
MAX
153
95%
90
Q3
4
AVG
9
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
153
IQR
4.00
STD
28.5
VAR
814
KURT.
14.2
SKEW
3.95
SUM
28,071
41
osm_leisure_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
1,187
(40%)
MAX
27.0
95%
10.0
Q3
3.0
AVG
2.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
27.0
IQR
3.00
STD
3.26
VAR
10.6
KURT.
8.25
SKEW
2.60
SUM
6,273
42
osm_leisure_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
38
(1%)
ZEROES:
599
(20%)
MAX
38.0
95%
19.3
Q3
5.0
AVG
4.5
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
38.0
IQR
4.00
STD
6.34
VAR
40.2
KURT.
6.86
SKEW
2.58
SUM
13,241
43
osm_leisure_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
56
(2%)
ZEROES:
314
(11%)
MAX
59.0
95%
33.0
Q3
9.0
AVG
7.5
MEDIAN
4.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
59.0
IQR
7.00
STD
10.2
VAR
104
KURT.
7.06
SKEW
2.62
SUM
22,175
44
osm_offices_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
45
osm_offices_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
57
(2%)
ZEROES:
799
(27%)
MAX
61.0
95%
28.0
Q3
5.0
AVG
5.0
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
61.0
IQR
5.00
STD
10.0
VAR
100
KURT.
13.4
SKEW
3.63
SUM
14,807
46
osm_offices_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
84
(3%)
ZEROES:
480
(16%)
MAX
125
95%
79
Q3
9
AVG
10
MEDIAN
4
Q1
1
5%
0
MIN
0
RANGE
125
IQR
8.00
STD
20.9
VAR
436
KURT.
11.5
SKEW
3.49
SUM
30,712
47
osm_offices_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
116
(4%)
ZEROES:
310
(10%)
MAX
179
95%
129
Q3
14
AVG
17
MEDIAN
6
Q1
2
5%
0
MIN
0
RANGE
179
IQR
12.0
STD
33.9
VAR
1,151
KURT.
11.6
SKEW
3.52
SUM
49,452
48
osm_shops_points_in_0.001
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
1,299
(44%)
MAX
31.0
95%
9.0
Q3
3.0
AVG
2.0
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
3.00
STD
3.36
VAR
11.3
KURT.
10.0
SKEW
2.81
SUM
6,086
49
osm_shops_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
184
(6%)
ZEROES:
59
(2%)
MAX
294
95%
147
Q3
34
AVG
32
MEDIAN
17
Q1
8
5%
2
MIN
0
RANGE
294
IQR
26.0
STD
47.4
VAR
2,243
KURT.
10.3
SKEW
3.14
SUM
95,295
50
osm_shops_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
272
(9%)
ZEROES:
10
(<1%)
MAX
515
95%
332
Q3
67
AVG
65
MEDIAN
34
Q1
17
5%
5
MIN
0
RANGE
515
IQR
50.0
STD
94.9
VAR
9,002
KURT.
9.18
SKEW
3.07
SUM
193k
51
osm_shops_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
356
(12%)
ZEROES:
6
(<1%)
MAX
797
95%
552
Q3
108
AVG
104
MEDIAN
57
Q1
29
5%
9
MIN
0
RANGE
797
IQR
78.8
STD
151
VAR
22,831
KURT.
9.12
SKEW
3.07
SUM
309k
52
osm_subway_closest_dist
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,461
(83%)
ZEROES:
---
MAX
2,356
95%
592
Q3
303
AVG
199
MEDIAN
143
Q1
2
5%
0
MIN
0
RANGE
2,356
IQR
302
STD
264
VAR
69,643
KURT.
21.8
SKEW
3.48
SUM
592k
53
osm_train_stop_closest_dist
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,462
(83%)
ZEROES:
---
MAX
458
95%
91
Q3
5
AVG
12
MEDIAN
3
Q1
2
5%
1
MIN
0
RANGE
458
IQR
3.90
STD
30.6
VAR
937
KURT.
68.9
SKEW
6.54
SUM
35,065
54
osm_train_stop_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
55
osm_train_stop_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
56
osm_train_stop_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
2,730
(92%)
MAX
10.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
1.18
VAR
1.39
KURT.
33.6
SKEW
5.67
SUM
784
57
osm_transport_stop_closest_dist
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,462
(83%)
ZEROES:
---
MAX
1.43
95%
0.39
Q3
0.20
AVG
0.16
MEDIAN
0.12
Q1
0.07
5%
0.03
MIN
0.01
RANGE
1.43
IQR
0.124
STD
0.130
VAR
0.017
KURT.
14.7
SKEW
2.84
SUM
464
58
osm_transport_stop_points_in_0.005
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
32
(1%)
ZEROES:
81
(3%)
MAX
31.0
95%
18.0
Q3
10.0
AVG
7.4
MEDIAN
6.0
Q1
4.0
5%
1.0
MIN
0.0
RANGE
31.0
IQR
6.00
STD
5.31
VAR
28.2
KURT.
2.48
SKEW
1.46
SUM
21,923
59
osm_transport_stop_points_in_0.0075
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
54
(2%)
ZEROES:
19
(<1%)
MAX
56.0
95%
35.0
Q3
19.0
AVG
15.0
MEDIAN
13.0
Q1
8.0
5%
4.0
MIN
0.0
RANGE
56.0
IQR
11.0
STD
9.29
VAR
86.3
KURT.
1.58
SKEW
1.21
SUM
44,580
60
osm_transport_stop_points_in_0.01
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
78
(3%)
ZEROES:
7
(<1%)
MAX
78.0
95%
54.0
Q3
31.0
AVG
24.2
MEDIAN
21.0
Q1
15.0
5%
7.0
MIN
0.0
RANGE
78.0
IQR
16.0
STD
14.2
VAR
201
KURT.
1.43
SKEW
1.19
SUM
72,090
61
reform_count_of_houses_1000
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
407
(14%)
ZEROES:
35
(1%)
MAX
649
95%
379
Q3
188
AVG
154
MEDIAN
130
Q1
91
5%
42
MIN
0
RANGE
649
IQR
96.8
STD
97.6
VAR
9,534
KURT.
2.32
SKEW
1.44
SUM
457k
62
reform_count_of_houses_500
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
159
(5%)
ZEROES:
48
(2%)
MAX
213
95%
107
Q3
57
AVG
45
MEDIAN
39
Q1
25
5%
9
MIN
0
RANGE
213
IQR
32.0
STD
31.0
VAR
961
KURT.
3.86
SKEW
1.60
SUM
135k
63
reform_house_population_1000
VALUES:
2,939
(99%)
MISSING:
35
(1%)
DISTINCT:
1,760
(59%)
ZEROES:
---
MAX
8,242
95%
5,060
Q3
3,195
AVG
2,623
MEDIAN
2,397
Q1
1,694
5%
954
MIN
1
RANGE
8,241
IQR
1,501
STD
1,418
VAR
2.0M
KURT.
2.90
SKEW
1.44
SUM
7.7M
64
reform_house_population_500
VALUES:
2,926
(98%)
MISSING:
48
(2%)
DISTINCT:
1,159
(39%)
ZEROES:
---
MAX
2,893
95%
1,528
Q3
978
AVG
782
MEDIAN
736
Q1
488
5%
183
MIN
1
RANGE
2,892
IQR
490
STD
442
VAR
196k
KURT.
3.17
SKEW
1.31
SUM
2.3M
65
reform_mean_floor_count_1000
VALUES:
2,939
(99%)
MISSING:
35
(1%)
DISTINCT:
2,219
(75%)
ZEROES:
---
MAX
29.8
95%
11.3
Q3
7.2
AVG
6.2
MEDIAN
5.7
Q1
4.6
5%
3.2
MIN
1.0
RANGE
28.8
IQR
2.54
STD
2.51
VAR
6.32
KURT.
5.03
SKEW
1.60
SUM
18,261
66
reform_mean_floor_count_500
VALUES:
2,926
(98%)
MISSING:
48
(2%)
DISTINCT:
1,786
(60%)
ZEROES:
---
MAX
26.9
95%
12.1
Q3
7.7
AVG
6.5
MEDIAN
5.8
Q1
4.6
5%
2.9
MIN
1.0
RANGE
25.9
IQR
3.16
STD
2.99
VAR
8.93
KURT.
5.47
SKEW
1.74
SUM
18,874
67
reform_mean_year_building_1000
VALUES:
2,939
(99%)
MISSING:
35
(1%)
DISTINCT:
2,298
(77%)
ZEROES:
---
MAX
2,016
95%
2,002
Q3
1,981
MEDIAN
1,970
AVG
1,965
Q1
1,960
5%
1,884
MIN
1,625
RANGE
390
IQR
21.2
STD
31.7
VAR
1,008
KURT.
20.0
SKEW
-3.14
SUM
5.8M
68
reform_mean_year_building_500
VALUES:
2,926
(98%)
MISSING:
48
(2%)
DISTINCT:
2,155
(72%)
ZEROES:
---
MAX
2,020
95%
2,006
Q3
1,984
MEDIAN
1,971
AVG
1,965
Q1
1,958
5%
1,882
MIN
1,403
RANGE
617
IQR
25.3
STD
36.1
VAR
1,306
KURT.
40.0
SKEW
-4.21
SUM
5.8M
69
region
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
47
(2%)
70
lat
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,421
(81%)
ZEROES:
---
MAX
69.4
95%
61.8
Q3
56.8
MEDIAN
56.0
AVG
55.5
Q1
53.2
5%
50.6
MIN
42.8
RANGE
26.5
IQR
3.62
STD
3.48
VAR
12.1
KURT.
1.67
SKEW
-0.249
SUM
165k
71
lng
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,974
(100%)
ZEROES:
---
MAX
133
95%
104
Q3
87
AVG
63
MEDIAN
61
Q1
37
5%
30
MIN
20
RANGE
113
IQR
50.6
STD
26.6
VAR
707
KURT.
-1.37
SKEW
0.244
SUM
188k
72
total_square
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
2,974
(100%)
ZEROES:
---
MAX
31,125
95%
1,313
Q3
368
AVG
407
MEDIAN
181
Q1
97
5%
41
MIN
7
RANGE
31,117
IQR
271
STD
1,064
VAR
1.1M
KURT.
317
SKEW
14.5
SUM
1.2M
73
street
VALUES:
2,968
(>99%)
MISSING:
6
(<1%)
DISTINCT:
1,138
(38%)
74
2%
-
-
S12711
44
1%
-
-
S9675
32
1%
-
-
S24233
31
1%
-
-
S13992
27
<1%
-
-
S10922
26
<1%
-
-
S14617
24
<1%
-
-
S14410
2,710
91%
-
-
(Other)
74
date
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
17
(<1%)
75
realty_type
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
76
price_type
VALUES:
2,974
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
city
MISSING:
---
405
14%
-
-
Красноярск
228
8%
-
-
Иркутск
205
7%
-
-
Санкт-Петербург
138
5%
-
-
Томск
136
5%
-
-
Петрозаводск
127
4%
-
-
Екатеринбург
97
3%
-
-
Нижний Новгород
94
3%
-
-
Кемерово
82
3%
-
-
Белгород
81
3%
-
-
Курск
81
3%
-
-
Новосибирск
75
3%
-
-
Омск
64
2%
-
-
Калуга
62
2%
-
-
Саратов
62
2%
-
-
Брянск
56
2%
-
-
Пермь
56
2%
-
-
Москва
47
2%
-
-
Уфа
46
2%
-
-
Тюмень
40
1%
-
-
Челябинск
40
1%
-
-
Сургут
36
1%
-
-
Ангарск
33
1%
-
-
Барнаул
33
1%
-
-
Ярославль
31
1%
-
-
Самара
30
1%
-
-
Калининград
30
1%
-
-
Новокузнецк
27
<1%
-
-
Орёл
26
<1%
-
-
Орел
24
<1%
-
-
Железногорск
22
<1%
-
-
Сыктывкар
21
<1%
-
-
Ижевск
19
<1%
-
-
Анапа
19
<1%
-
-
Смоленск
17
<1%
-
-
Иваново
16
<1%
-
-
Ростов-на-Дону
15
<1%
-
-
Краснодар
14
<1%
-
-
Владивосток
14
<1%
-
-
Череповец
13
<1%
-
-
Обнинск
11
<1%
-
-
Ухта
11
<1%
-
-
Казань
10
<1%
-
-
Липецк
9
<1%
-
-
Усть-Илимск
9
<1%
-
-
Волгоград
8
<1%
-
-
Киров
8
<1%
-
-
Ачинск
8
<1%
-
-
Тула
7
<1%
-
-
Нижний Тагил
7
<1%
-
-
Норильск
7
<1%
-
-
Воронеж
7
<1%
-
-
Миасс
6
<1%
-
-
Реутов
6
<1%
-
-
Каневская
6
<1%
-
-
Бийск
6
<1%
-
-
Вологда
6
<1%
-
-
Магнитогорск
5
<1%
-
-
Ханты-Мансийск
5
<1%
-
-
Яблоновский
4
<1%
-
-
Кингисепп
166
6%
-
-
(Other)
floor
MISSING:
---
TOP CATEGORIES

nan
1,301
44%
1.0
591
20%
1
391
13%
-1.0
102
3%
2.0
99
3%
2
66
2%
4.0
48
2%
3.0
48
2%
цоколь
37
1%
3
34
1%
5.0
27
<1%
подвал
26
<1%
4
17
<1%
6
15
<1%
5
13
<1%
1,2
13
<1%
0.0
12
<1%
(Other)
134
5%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
floor
PROVIDES INFORMATION ON...

price_type
1.00
osm_building_points_in_0.001
0.14
osm_train_stop_points_in_0.005
0.13
region
0.12
realty_type
0.10
osm_train_stop_points_in_0.0075
0.10
osm_offices_points_in_0.001
0.09
date
0.07
osm_culture_points_in_0.001
0.06
osm_finance_points_in_0.001
0.05

THESE FEATURES
GIVE INFORMATION
ON floor:

region
0.20
date
0.09
realty_type
0.05
osm_offices_points_in_0.001
0.03
osm_finance_points_in_0.001
0.01
osm_train_stop_points_in_0.0075
0.01
osm_culture_points_in_0.001
0.01
osm_train_stop_points_in_0.005
0.01
osm_building_points_in_0.001
0.01
price_type
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
floor
CORRELATION RATIO WITH...

osm_city_nearest_population
0.37
total_square
0.31
reform_mean_floor_count_500
0.31
osm_transport_stop_closest_dist
0.27
lng
0.26
reform_count_of_houses_1000
0.25
reform_count_of_houses_500
0.25
osm_train_stop_points_in_0.01
0.24
osm_finance_points_in_0.0075
0.23
osm_crossing_points_in_0.0075
0.23
osm_crossing_points_in_0.01
0.23
osm_crossing_points_in_0.005
0.23
osm_transport_stop_points_in_0.0075
0.23
reform_mean_year_building_500
0.23
id
MISSING:
---
1
<1%
-
-
COL_289284
1
<1%
-
-
COL_405303
1
<1%
-
-
COL_404736
1
<1%
-
-
COL_404745
1
<1%
-
-
COL_404784
1
<1%
-
-
COL_404872
1
<1%
-
-
COL_405059
1
<1%
-
-
COL_405127
1
<1%
-
-
COL_405143
1
<1%
-
-
COL_405156
1
<1%
-
-
COL_405235
1
<1%
-
-
COL_405345
1
<1%
-
-
COL_403161
1
<1%
-
-
COL_405398
1
<1%
-
-
COL_405399
1
<1%
-
-
COL_405507
1
<1%
-
-
COL_405529
1
<1%
-
-
COL_405658
1
<1%
-
-
COL_405666
1
<1%
-
-
COL_405711
1
<1%
-
-
COL_405811
1
<1%
-
-
COL_405951
1
<1%
-
-
COL_404651
1
<1%
-
-
COL_404620
1
<1%
-
-
COL_404576
1
<1%
-
-
COL_404491
1
<1%
-
-
COL_403165
1
<1%
-
-
COL_403242
1
<1%
-
-
COL_403418
1
<1%
-
-
COL_403560
1
<1%
-
-
COL_403564
1
<1%
-
-
COL_403610
1
<1%
-
-
COL_403634
1
<1%
-
-
COL_403737
1
<1%
-
-
COL_403848
1
<1%
-
-
COL_403854
1
<1%
-
-
COL_403937
1
<1%
-
-
COL_404130
1
<1%
-
-
COL_404143
1
<1%
-
-
COL_404183
1
<1%
-
-
COL_404215
1
<1%
-
-
COL_404333
1
<1%
-
-
COL_404345
1
<1%
-
-
COL_404438
1
<1%
-
-
COL_404439
1
<1%
-
-
COL_406025
1
<1%
-
-
COL_406081
1
<1%
-
-
COL_406092
1
<1%
-
-
COL_407064
1
<1%
-
-
COL_407262
1
<1%
-
-
COL_407274
1
<1%
-
-
COL_407301
1
<1%
-
-
COL_407334
1
<1%
-
-
COL_407372
1
<1%
-
-
COL_407383
1
<1%
-
-
COL_407391
1
<1%
-
-
COL_407415
1
<1%
-
-
COL_407480
1
<1%
-
-
COL_407570
1
<1%
-
-
COL_407627
2,914
98%
-
-
(Other)
osm_amenity_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_shops_points_in_0.001
0.92
osm_catering_points_in_0.001
0.80
osm_amenity_points_in_0.005
0.79
osm_shops_points_in_0.005
0.77
osm_amenity_points_in_0.0075
0.76
osm_shops_points_in_0.0075
0.75
osm_amenity_points_in_0.01
0.74
osm_shops_points_in_0.01
0.74
osm_catering_points_in_0.005
0.74
osm_catering_points_in_0.0075
0.72
osm_catering_points_in_0.01
0.71
osm_offices_points_in_0.005
0.70
osm_offices_points_in_0.0075
0.70
osm_offices_points_in_0.01
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.65
osm_offices_points_in_0.001
0.56
osm_culture_points_in_0.001
0.45
osm_finance_points_in_0.001
0.41
osm_building_points_in_0.001
0.31
osm_train_stop_points_in_0.0075
0.30
floor
0.19
osm_train_stop_points_in_0.005
0.17
date
0.08
realty_type
0.07
price_type
0.00
MOST FREQUENT VALUES

0
855
28.7%
1
563
18.9%
2
352
11.8%
3
291
9.8%
4
205
6.9%
5
151
5.1%
6
97
3.3%
7
53
1.8%
9
47
1.6%
10
44
1.5%
12
43
1.4%
8
42
1.4%
11
33
1.1%
14
31
1.0%
18
29
1.0%
SMALLEST VALUES

0
855
28.7%
1
563
18.9%
2
352
11.8%
3
291
9.8%
4
205
6.9%
5
151
5.1%
6
97
3.3%
7
53
1.8%
8
42
1.4%
9
47
1.6%
10
44
1.5%
11
33
1.1%
12
43
1.4%
13
21
0.7%
14
31
1.0%
LARGEST VALUES

47
1
<0.1%
36
1
<0.1%
31
2
<0.1%
30
1
<0.1%
29
5
0.2%
28
2
<0.1%
27
2
<0.1%
26
1
<0.1%
25
4
0.1%
24
5
0.2%
23
3
0.1%
22
5
0.2%
21
13
0.4%
20
6
0.2%
19
22
0.7%
osm_amenity_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_amenity_points_in_0.0075
0.98
osm_shops_points_in_0.005
0.98
osm_shops_points_in_0.0075
0.97
osm_amenity_points_in_0.01
0.97
osm_catering_points_in_0.005
0.96
osm_shops_points_in_0.01
0.96
osm_catering_points_in_0.0075
0.95
osm_catering_points_in_0.01
0.94
osm_offices_points_in_0.0075
0.94
osm_offices_points_in_0.005
0.93
osm_offices_points_in_0.01
0.93
osm_healthcare_points_in_0.01
0.91
osm_healthcare_points_in_0.0075
0.89
osm_hotels_points_in_0.01
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.82
osm_offices_points_in_0.001
0.57
osm_culture_points_in_0.001
0.39
osm_finance_points_in_0.001
0.34
osm_train_stop_points_in_0.0075
0.34
osm_building_points_in_0.001
0.34
floor
0.22
osm_train_stop_points_in_0.005
0.21
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

5
67
2.3%
23
60
2.0%
13
58
2.0%
6
56
1.9%
24
55
1.8%
11
53
1.8%
28
52
1.7%
15
52
1.7%
14
52
1.7%
17
51
1.7%
3
51
1.7%
32
51
1.7%
10
48
1.6%
26
48
1.6%
31
48
1.6%
SMALLEST VALUES

0
26
0.9%
1
32
1.1%
2
43
1.4%
3
51
1.7%
4
46
1.5%
5
67
2.3%
6
56
1.9%
7
46
1.5%
8
41
1.4%
9
44
1.5%
10
48
1.6%
11
53
1.8%
12
47
1.6%
13
58
2.0%
14
52
1.7%
LARGEST VALUES

446
8
0.3%
434
2
<0.1%
424
1
<0.1%
410
1
<0.1%
406
2
<0.1%
405
1
<0.1%
402
2
<0.1%
401
1
<0.1%
398
1
<0.1%
395
1
<0.1%
392
1
<0.1%
390
1
<0.1%
389
4
0.1%
388
2
<0.1%
386
1
<0.1%
osm_amenity_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_amenity_points_in_0.01
0.99
osm_shops_points_in_0.0075
0.98
osm_amenity_points_in_0.005
0.98
osm_shops_points_in_0.01
0.98
osm_catering_points_in_0.0075
0.97
osm_catering_points_in_0.01
0.97
osm_offices_points_in_0.01
0.96
osm_offices_points_in_0.0075
0.96
osm_catering_points_in_0.005
0.96
osm_shops_points_in_0.005
0.95
osm_healthcare_points_in_0.01
0.93
osm_offices_points_in_0.005
0.93
osm_hotels_points_in_0.01
0.92
osm_hotels_points_in_0.0075
0.92

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.83
osm_offices_points_in_0.001
0.56
osm_culture_points_in_0.001
0.38
osm_train_stop_points_in_0.0075
0.33
osm_building_points_in_0.001
0.33
osm_finance_points_in_0.001
0.32
floor
0.21
osm_train_stop_points_in_0.005
0.19
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

23
41
1.4%
64
39
1.3%
17
37
1.2%
6
33
1.1%
20
33
1.1%
56
32
1.1%
75
32
1.1%
55
32
1.1%
7
31
1.0%
16
31
1.0%
9
31
1.0%
11
30
1.0%
59
30
1.0%
39
30
1.0%
22
29
1.0%
SMALLEST VALUES

0
2
<0.1%
1
6
0.2%
2
8
0.3%
3
9
0.3%
4
19
0.6%
5
9
0.3%
6
33
1.1%
7
31
1.0%
8
21
0.7%
9
31
1.0%
10
20
0.7%
11
30
1.0%
12
21
0.7%
13
25
0.8%
14
16
0.5%
LARGEST VALUES

855
1
<0.1%
854
1
<0.1%
853
1
<0.1%
851
1
<0.1%
848
1
<0.1%
818
3
0.1%
817
1
<0.1%
813
1
<0.1%
811
1
<0.1%
806
1
<0.1%
804
1
<0.1%
803
1
<0.1%
802
1
<0.1%
800
3
0.1%
799
1
<0.1%
osm_amenity_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_amenity_points_in_0.0075
0.99
osm_shops_points_in_0.01
0.99
osm_catering_points_in_0.01
0.98
osm_shops_points_in_0.0075
0.97
osm_catering_points_in_0.0075
0.97
osm_offices_points_in_0.01
0.97
osm_amenity_points_in_0.005
0.97
osm_offices_points_in_0.0075
0.96
osm_catering_points_in_0.005
0.95
osm_healthcare_points_in_0.01
0.94
osm_shops_points_in_0.005
0.93
osm_hotels_points_in_0.01
0.93
osm_hotels_points_in_0.0075
0.92
osm_offices_points_in_0.005
0.92

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.84
osm_offices_points_in_0.001
0.56
osm_culture_points_in_0.001
0.38
osm_train_stop_points_in_0.0075
0.32
osm_building_points_in_0.001
0.32
osm_finance_points_in_0.001
0.30
floor
0.20
osm_train_stop_points_in_0.005
0.19
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

95
26
0.9%
38
25
0.8%
12
25
0.8%
44
24
0.8%
41
23
0.8%
60
23
0.8%
62
23
0.8%
15
22
0.7%
24
22
0.7%
135
22
0.7%
87
21
0.7%
73
21
0.7%
97
21
0.7%
115
21
0.7%
90
21
0.7%
SMALLEST VALUES

0
1
<0.1%
1
3
0.1%
2
7
0.2%
4
6
0.2%
6
4
0.1%
7
8
0.3%
8
10
0.3%
9
9
0.3%
10
14
0.5%
11
10
0.3%
12
25
0.8%
13
13
0.4%
14
10
0.3%
15
22
0.7%
16
19
0.6%
LARGEST VALUES

1375
1
<0.1%
1352
1
<0.1%
1351
2
<0.1%
1348
1
<0.1%
1347
1
<0.1%
1341
2
<0.1%
1338
1
<0.1%
1334
1
<0.1%
1331
1
<0.1%
1329
1
<0.1%
1328
2
<0.1%
1327
1
<0.1%
1325
2
<0.1%
1321
3
0.1%
1317
4
0.1%
osm_building_points_in_0.001
MISSING:
---
TOP CATEGORIES

0
2,906
98%
1
56
2%
2
9
<1%
4
3
<1%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_building_points_in_0.001
PROVIDES INFORMATION ON...

price_type
1.00
osm_train_stop_points_in_0.005
0.05
osm_culture_points_in_0.001
0.04
osm_finance_points_in_0.001
0.03
osm_train_stop_points_in_0.0075
0.03
osm_offices_points_in_0.001
0.02
region
0.01
floor
0.01
date
0.00
realty_type
0.00

THESE FEATURES
GIVE INFORMATION
ON osm_building_points_in_0.001:

region
0.31
osm_finance_points_in_0.001
0.14
floor
0.14
osm_offices_points_in_0.001
0.12
osm_culture_points_in_0.001
0.11
date
0.07
osm_train_stop_points_in_0.0075
0.06
osm_train_stop_points_in_0.005
0.06
realty_type
0.02
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_building_points_in_0.001
CORRELATION RATIO WITH...

osm_healthcare_points_in_0.005
0.39
osm_healthcare_points_in_0.0075
0.37
osm_healthcare_points_in_0.01
0.35
osm_catering_points_in_0.005
0.35
osm_catering_points_in_0.0075
0.34
osm_hotels_points_in_0.01
0.34
osm_hotels_points_in_0.0075
0.34
osm_offices_points_in_0.0075
0.34
osm_amenity_points_in_0.005
0.34
osm_amenity_points_in_0.0075
0.33
osm_shops_points_in_0.005
0.33
osm_catering_points_in_0.01
0.33
osm_shops_points_in_0.0075
0.33
osm_building_points_in_0.005
0.33
osm_building_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_building_points_in_0.0075
0.95
osm_building_points_in_0.01
0.92
osm_hotels_points_in_0.01
0.26
osm_hotels_points_in_0.0075
0.26
osm_catering_points_in_0.0075
0.26
osm_hotels_points_in_0.005
0.26
osm_catering_points_in_0.005
0.26
osm_catering_points_in_0.01
0.25
osm_offices_points_in_0.005
0.25
osm_amenity_points_in_0.01
0.24
osm_amenity_points_in_0.005
0.24
osm_shops_points_in_0.01
0.24
osm_amenity_points_in_0.0075
0.24
osm_offices_points_in_0.01
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.40
osm_building_points_in_0.001
0.33
osm_train_stop_points_in_0.0075
0.25
osm_offices_points_in_0.001
0.21
floor
0.20
osm_train_stop_points_in_0.005
0.17
osm_culture_points_in_0.001
0.13
osm_finance_points_in_0.001
0.09
date
0.07
realty_type
0.01
price_type
0.00
MOST FREQUENT VALUES

0
2,475
83.2%
1
270
9.1%
2
91
3.1%
3
55
1.8%
5
18
0.6%
4
13
0.4%
8
12
0.4%
6
11
0.4%
7
10
0.3%
9
5
0.2%
10
4
0.1%
20
3
0.1%
13
2
<0.1%
11
2
<0.1%
16
1
<0.1%
SMALLEST VALUES

0
2,475
83.2%
1
270
9.1%
2
91
3.1%
3
55
1.8%
4
13
0.4%
5
18
0.6%
6
11
0.4%
7
10
0.3%
8
12
0.4%
9
5
0.2%
10
4
0.1%
11
2
<0.1%
13
2
<0.1%
16
1
<0.1%
20
3
0.1%
LARGEST VALUES

98
1
<0.1%
32
1
<0.1%
20
3
0.1%
16
1
<0.1%
13
2
<0.1%
11
2
<0.1%
10
4
0.1%
9
5
0.2%
8
12
0.4%
7
10
0.3%
6
11
0.4%
5
18
0.6%
4
13
0.4%
3
55
1.8%
2
91
3.1%
osm_building_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_building_points_in_0.01
0.98
osm_building_points_in_0.005
0.95
osm_hotels_points_in_0.01
0.24
osm_hotels_points_in_0.0075
0.24
osm_catering_points_in_0.01
0.24
osm_catering_points_in_0.0075
0.23
osm_amenity_points_in_0.01
0.23
osm_shops_points_in_0.01
0.23
osm_hotels_points_in_0.005
0.23
osm_offices_points_in_0.01
0.23
osm_catering_points_in_0.005
0.22
osm_amenity_points_in_0.0075
0.22
osm_offices_points_in_0.0075
0.22
osm_shops_points_in_0.0075
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.36
osm_building_points_in_0.001
0.23
floor
0.17
osm_train_stop_points_in_0.0075
0.16
osm_offices_points_in_0.001
0.15
osm_train_stop_points_in_0.005
0.11
osm_culture_points_in_0.001
0.08
date
0.07
osm_finance_points_in_0.001
0.07
realty_type
0.01
price_type
0.00
MOST FREQUENT VALUES

0
2,196
73.8%
1
427
14.4%
2
108
3.6%
3
36
1.2%
5
34
1.1%
4
32
1.1%
6
31
1.0%
10
25
0.8%
11
24
0.8%
12
15
0.5%
7
14
0.5%
8
7
0.2%
9
6
0.2%
19
3
0.1%
13
3
0.1%
SMALLEST VALUES

0
2,196
73.8%
1
427
14.4%
2
108
3.6%
3
36
1.2%
4
32
1.1%
5
34
1.1%
6
31
1.0%
7
14
0.5%
8
7
0.2%
9
6
0.2%
10
25
0.8%
11
24
0.8%
12
15
0.5%
13
3
0.1%
14
1
<0.1%
LARGEST VALUES

247
1
<0.1%
64
1
<0.1%
41
1
<0.1%
32
1
<0.1%
31
2
<0.1%
27
2
<0.1%
22
2
<0.1%
19
3
0.1%
16
2
<0.1%
14
1
<0.1%
13
3
0.1%
12
15
0.5%
11
24
0.8%
10
25
0.8%
9
6
0.2%
osm_building_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_building_points_in_0.0075
0.98
osm_building_points_in_0.005
0.92
osm_hotels_points_in_0.01
0.24
osm_catering_points_in_0.01
0.24
osm_hotels_points_in_0.0075
0.24
osm_catering_points_in_0.0075
0.23
osm_shops_points_in_0.01
0.23
osm_amenity_points_in_0.01
0.23
osm_offices_points_in_0.01
0.23
osm_healthcare_points_in_0.01
0.23
osm_offices_points_in_0.0075
0.22
osm_hotels_points_in_0.005
0.22
osm_amenity_points_in_0.0075
0.22
osm_catering_points_in_0.005
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.33
osm_building_points_in_0.001
0.20
floor
0.13
osm_offices_points_in_0.001
0.12
osm_train_stop_points_in_0.0075
0.12
osm_culture_points_in_0.001
0.09
osm_finance_points_in_0.001
0.08
date
0.07
osm_train_stop_points_in_0.005
0.07
realty_type
0.01
price_type
0.00
MOST FREQUENT VALUES

0
1,938
65.2%
1
478
16.1%
2
189
6.4%
3
98
3.3%
4
30
1.0%
5
28
0.9%
15
27
0.9%
11
23
0.8%
6
23
0.8%
7
18
0.6%
16
16
0.5%
9
14
0.5%
8
14
0.5%
10
11
0.4%
19
10
0.3%
SMALLEST VALUES

0
1,938
65.2%
1
478
16.1%
2
189
6.4%
3
98
3.3%
4
30
1.0%
5
28
0.9%
6
23
0.8%
7
18
0.6%
8
14
0.5%
9
14
0.5%
10
11
0.4%
11
23
0.8%
12
8
0.3%
13
8
0.3%
14
8
0.3%
LARGEST VALUES

490
1
<0.1%
85
1
<0.1%
54
1
<0.1%
52
1
<0.1%
50
2
<0.1%
29
1
<0.1%
28
2
<0.1%
24
2
<0.1%
22
2
<0.1%
21
1
<0.1%
20
8
0.3%
19
10
0.3%
18
5
0.2%
17
6
0.2%
16
16
0.5%
osm_catering_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_amenity_points_in_0.001
0.80
osm_catering_points_in_0.005
0.74
osm_catering_points_in_0.0075
0.73
osm_catering_points_in_0.01
0.72
osm_amenity_points_in_0.005
0.71
osm_amenity_points_in_0.0075
0.71
osm_amenity_points_in_0.01
0.71
osm_hotels_points_in_0.01
0.68
osm_hotels_points_in_0.005
0.68
osm_hotels_points_in_0.0075
0.68
osm_shops_points_in_0.01
0.67
osm_offices_points_in_0.01
0.67
osm_offices_points_in_0.0075
0.67
osm_shops_points_in_0.0075
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.60
osm_offices_points_in_0.001
0.53
osm_culture_points_in_0.001
0.47
osm_building_points_in_0.001
0.27
osm_train_stop_points_in_0.0075
0.24
floor
0.22
osm_finance_points_in_0.001
0.22
osm_train_stop_points_in_0.005
0.17
date
0.07
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

0
2,000
67.2%
1
477
16.0%
2
189
6.4%
3
85
2.9%
4
57
1.9%
5
47
1.6%
8
27
0.9%
6
26
0.9%
7
22
0.7%
10
10
0.3%
11
8
0.3%
9
7
0.2%
17
5
0.2%
12
4
0.1%
14
3
0.1%
SMALLEST VALUES

0
2,000
67.2%
1
477
16.0%
2
189
6.4%
3
85
2.9%
4
57
1.9%
5
47
1.6%
6
26
0.9%
7
22
0.7%
8
27
0.9%
9
7
0.2%
10
10
0.3%
11
8
0.3%
12
4
0.1%
13
1
<0.1%
14
3
0.1%
LARGEST VALUES

20
1
<0.1%
17
5
0.2%
16
3
0.1%
15
2
<0.1%
14
3
0.1%
13
1
<0.1%
12
4
0.1%
11
8
0.3%
10
10
0.3%
9
7
0.2%
8
27
0.9%
7
22
0.7%
6
26
0.9%
5
47
1.6%
4
57
1.9%
osm_catering_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_catering_points_in_0.0075
0.98
osm_catering_points_in_0.01
0.97
osm_amenity_points_in_0.005
0.96
osm_amenity_points_in_0.0075
0.96
osm_amenity_points_in_0.01
0.95
osm_offices_points_in_0.0075
0.94
osm_offices_points_in_0.01
0.94
osm_hotels_points_in_0.01
0.94
osm_offices_points_in_0.005
0.93
osm_hotels_points_in_0.0075
0.93
osm_shops_points_in_0.0075
0.93
osm_shops_points_in_0.01
0.92
osm_hotels_points_in_0.005
0.92
osm_shops_points_in_0.005
0.92

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.83
osm_offices_points_in_0.001
0.57
osm_culture_points_in_0.001
0.38
osm_train_stop_points_in_0.0075
0.37
osm_building_points_in_0.001
0.35
osm_finance_points_in_0.001
0.30
floor
0.23
osm_train_stop_points_in_0.005
0.22
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0
475
16.0%
1
317
10.7%
2
231
7.8%
3
228
7.7%
4
203
6.8%
5
169
5.7%
6
163
5.5%
7
120
4.0%
8
113
3.8%
9
98
3.3%
10
73
2.5%
12
54
1.8%
11
50
1.7%
13
49
1.6%
14
42
1.4%
SMALLEST VALUES

0
475
16.0%
1
317
10.7%
2
231
7.8%
3
228
7.7%
4
203
6.8%
5
169
5.7%
6
163
5.5%
7
120
4.0%
8
113
3.8%
9
98
3.3%
10
73
2.5%
11
50
1.7%
12
54
1.8%
13
49
1.6%
14
42
1.4%
LARGEST VALUES

166
8
0.3%
163
2
<0.1%
159
1
<0.1%
158
1
<0.1%
157
2
<0.1%
156
1
<0.1%
155
2
<0.1%
154
1
<0.1%
153
1
<0.1%
152
3
0.1%
151
3
0.1%
149
3
0.1%
147
2
<0.1%
146
2
<0.1%
145
1
<0.1%
osm_catering_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_catering_points_in_0.01
0.99
osm_catering_points_in_0.005
0.98
osm_amenity_points_in_0.0075
0.97
osm_amenity_points_in_0.01
0.97
osm_offices_points_in_0.01
0.97
osm_hotels_points_in_0.01
0.96
osm_offices_points_in_0.0075
0.96
osm_hotels_points_in_0.0075
0.96
osm_amenity_points_in_0.005
0.95
osm_shops_points_in_0.01
0.95
osm_shops_points_in_0.0075
0.94
osm_hotels_points_in_0.005
0.93
osm_offices_points_in_0.005
0.93
osm_healthcare_points_in_0.01
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.84
osm_offices_points_in_0.001
0.57
osm_culture_points_in_0.001
0.38
osm_train_stop_points_in_0.0075
0.36
osm_building_points_in_0.001
0.34
osm_finance_points_in_0.001
0.28
floor
0.21
osm_train_stop_points_in_0.005
0.20
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0
261
8.8%
1
185
6.2%
4
138
4.6%
2
137
4.6%
3
135
4.5%
9
134
4.5%
8
126
4.2%
6
121
4.1%
10
116
3.9%
5
112
3.8%
12
95
3.2%
7
90
3.0%
11
79
2.7%
13
75
2.5%
14
75
2.5%
SMALLEST VALUES

0
261
8.8%
1
185
6.2%
2
137
4.6%
3
135
4.5%
4
138
4.6%
5
112
3.8%
6
121
4.1%
7
90
3.0%
8
126
4.2%
9
134
4.5%
10
116
3.9%
11
79
2.7%
12
95
3.2%
13
75
2.5%
14
75
2.5%
LARGEST VALUES

318
1
<0.1%
317
1
<0.1%
316
2
<0.1%
314
3
0.1%
313
1
<0.1%
310
2
<0.1%
305
1
<0.1%
302
1
<0.1%
301
9
0.3%
296
3
0.1%
295
1
<0.1%
294
1
<0.1%
293
2
<0.1%
292
1
<0.1%
291
1
<0.1%
osm_catering_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_catering_points_in_0.0075
0.99
osm_amenity_points_in_0.01
0.98
osm_hotels_points_in_0.01
0.97
osm_offices_points_in_0.01
0.97
osm_catering_points_in_0.005
0.97
osm_amenity_points_in_0.0075
0.97
osm_hotels_points_in_0.0075
0.97
osm_offices_points_in_0.0075
0.96
osm_shops_points_in_0.01
0.95
osm_hotels_points_in_0.005
0.94
osm_amenity_points_in_0.005
0.94
osm_shops_points_in_0.0075
0.93
osm_offices_points_in_0.005
0.92
osm_healthcare_points_in_0.01
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.85
osm_offices_points_in_0.001
0.56
osm_culture_points_in_0.001
0.38
osm_train_stop_points_in_0.0075
0.34
osm_building_points_in_0.001
0.33
osm_finance_points_in_0.001
0.27
floor
0.20
osm_train_stop_points_in_0.005
0.20
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0
150
5.0%
2
127
4.3%
1
121
4.1%
7
102
3.4%
6
98
3.3%
8
96
3.2%
4
90
3.0%
5
85
2.9%
11
84
2.8%
10
78
2.6%
9
77
2.6%
12
74
2.5%
3
74
2.5%
18
65
2.2%
21
61
2.1%
SMALLEST VALUES

0
150
5.0%
1
121
4.1%
2
127
4.3%
3
74
2.5%
4
90
3.0%
5
85
2.9%
6
98
3.3%
7
102
3.4%
8
96
3.2%
9
77
2.6%
10
78
2.6%
11
84
2.8%
12
74
2.5%
13
57
1.9%
14
59
2.0%
LARGEST VALUES

515
1
<0.1%
506
1
<0.1%
505
6
0.2%
500
3
0.1%
498
2
<0.1%
492
1
<0.1%
491
1
<0.1%
490
1
<0.1%
486
1
<0.1%
485
2
<0.1%
484
4
0.1%
483
4
0.1%
482
1
<0.1%
479
1
<0.1%
478
1
<0.1%
osm_city_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_subway_closest_dist
0.20
osm_train_stop_closest_dist
0.16
osm_transport_stop_points_in_0.01
-0.16
osm_crossing_points_in_0.01
-0.15
osm_transport_stop_points_in_0.0075
-0.14
osm_crossing_points_in_0.0075
-0.14
reform_count_of_houses_1000
-0.14
osm_finance_points_in_0.01
-0.13
osm_crossing_points_in_0.005
-0.12
reform_house_population_1000
-0.12
lat
0.12
osm_transport_stop_points_in_0.005
-0.12
osm_finance_points_in_0.0075
-0.11
osm_healthcare_points_in_0.01
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.43
date
0.10
floor
0.10
realty_type
0.08
osm_offices_points_in_0.001
0.07
osm_culture_points_in_0.001
0.04
osm_train_stop_points_in_0.005
0.03
osm_finance_points_in_0.001
0.03
osm_train_stop_points_in_0.0075
0.03
osm_building_points_in_0.001
0.02
price_type
0.00
MOST FREQUENT VALUES

2.229115745710773
12
0.4%
3.3260127759879627
8
0.3%
1.1931973272762029
8
0.3%
0.8912507170157798
7
0.2%
39.46601304498051
7
0.2%
117.27359394876623
6
0.2%
8.250441370424737
6
0.2%
4.965563097224226
6
0.2%
4.218204326308698
6
0.2%
1.7816826511360604
6
0.2%
1.597175484843972
6
0.2%
5.153929044804569
5
0.2%
5.0866384332603936
5
0.2%
3.4673809715873154
5
0.2%
2.9052701945634736
5
0.2%
SMALLEST VALUES

0.0179615343199407
1
<0.1%
0.0208321112722108
1
<0.1%
0.0349897490783814
1
<0.1%
0.0851067264747191
1
<0.1%
0.0856250933700499
1
<0.1%
0.0885676730930492
1
<0.1%
0.0951382083545769
1
<0.1%
0.1045869703073704
2
<0.1%
0.1088085114934172
1
<0.1%
0.1218331975962029
1
<0.1%
0.1218890546124991
1
<0.1%
0.1261177220519637
2
<0.1%
0.1301378477649281
1
<0.1%
0.1416493158899457
2
<0.1%
0.161773372570146
1
<0.1%
LARGEST VALUES

517.8818562648066
1
<0.1%
335.93649822161734
1
<0.1%
334.24309171069234
1
<0.1%
306.43803848128533
1
<0.1%
270.3039685959726
1
<0.1%
256.7203292154863
1
<0.1%
256.2936350571072
1
<0.1%
256.2872635828616
1
<0.1%
256.110036512092
1
<0.1%
256.0506482931629
1
<0.1%
255.9941490492876
1
<0.1%
255.59844054181343
1
<0.1%
255.56408899833136
1
<0.1%
255.513949514658
2
<0.1%
255.3114125679573
1
<0.1%
osm_city_nearest_name
MISSING:
---
420
14%
-
-
Красноярск
232
8%
-
-
Иркутск
206
7%
-
-
Санкт-Петербург
143
5%
-
-
Петрозаводск
139
5%
-
-
Томск
129
4%
-
-
Екатеринбург
101
3%
-
-
Нижний Новгород
96
3%
-
-
Кемерово
83
3%
-
-
Курск
83
3%
-
-
Белгород
80
3%
-
-
Новосибирск
75
3%
-
-
Омск
69
2%
-
-
Брянск
69
2%
-
-
Орёл
65
2%
-
-
Калуга
62
2%
-
-
Саратов
57
2%
-
-
Пермь
47
2%
-
-
Уфа
46
2%
-
-
Тюмень
42
1%
-
-
Челябинск
40
1%
-
-
Сургут
39
1%
-
-
Ангарск
35
1%
-
-
Новокузнецк
34
1%
-
-
Ярославль
34
1%
-
-
Москва
33
1%
-
-
Сыктывкар
33
1%
-
-
Калининград
33
1%
-
-
Барнаул
32
1%
-
-
Самара
27
<1%
-
-
Краснодар
26
<1%
-
-
Смоленск
21
<1%
-
-
Ижевск
20
<1%
-
-
Новороссийск
18
<1%
-
-
Обнинск
17
<1%
-
-
Иваново
16
<1%
-
-
Ростов-на-Дону
14
<1%
-
-
Братск
14
<1%
-
-
Владивосток
14
<1%
-
-
Череповец
12
<1%
-
-
Казань
10
<1%
-
-
Липецк
9
<1%
-
-
Тула
9
<1%
-
-
Волгоград
8
<1%
-
-
Люберцы
8
<1%
-
-
Миасс
8
<1%
-
-
Киров
8
<1%
-
-
Ачинск
8
<1%
-
-
Бийск
8
<1%
-
-
Ханты-Мансийск
7
<1%
-
-
Долгопрудный
7
<1%
-
-
Нижний Тагил
7
<1%
-
-
Норильск
7
<1%
-
-
Нижневартовск
7
<1%
-
-
Воронеж
6
<1%
-
-
Вологда
6
<1%
-
-
Магнитогорск
4
<1%
-
-
Энгельс
4
<1%
-
-
Пушкин
4
<1%
-
-
Псков
4
<1%
-
-
Новочеркасск
79
3%
-
-
(Other)
osm_city_nearest_population
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_healthcare_points_in_0.01
0.62
osm_catering_points_in_0.01
0.62
osm_catering_points_in_0.0075
0.61
osm_amenity_points_in_0.01
0.61
osm_offices_points_in_0.01
0.61
osm_leisure_points_in_0.01
0.60
osm_offices_points_in_0.0075
0.60
osm_amenity_points_in_0.0075
0.60
osm_catering_points_in_0.005
0.60
osm_healthcare_points_in_0.0075
0.59
osm_shops_points_in_0.01
0.59
osm_hotels_points_in_0.01
0.59
osm_hotels_points_in_0.0075
0.59
osm_offices_points_in_0.005
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.86
osm_offices_points_in_0.001
0.40
floor
0.37
osm_culture_points_in_0.001
0.23
osm_train_stop_points_in_0.0075
0.23
osm_building_points_in_0.001
0.22
osm_train_stop_points_in_0.005
0.15
osm_finance_points_in_0.001
0.14
realty_type
0.09
date
0.09
price_type
0.00
MOST FREQUENT VALUES

1095286.0
420
14.1%
623562.0
232
7.8%
5381736.0
206
6.9%
280170.0
143
4.8%
576624.0
139
4.7%
1468833.0
129
4.3%
1252236.0
101
3.4%
558662.0
96
3.2%
443212.0
83
2.8%
384425.0
83
2.8%
1625600.0
80
2.7%
1164815.0
75
2.5%
406553.0
69
2.3%
319550.0
69
2.3%
342936.0
65
2.2%
SMALLEST VALUES

44389.0
3
0.1%
92602.0
1
<0.1%
97366.0
1
<0.1%
97910.0
1
<0.1%
98063.0
2
<0.1%
98788.0
7
0.2%
98886.0
3
0.1%
101466.0
8
0.3%
104237.0
3
0.1%
105264.0
8
0.3%
106007.0
1
<0.1%
106516.0
3
0.1%
109139.0
1
<0.1%
112674.0
4
0.1%
117419.0
18
0.6%
LARGEST VALUES

12630289.0
34
1.1%
5381736.0
206
6.9%
1625600.0
80
2.7%
1468833.0
129
4.3%
1405000.0
27
0.9%
1252236.0
101
3.4%
1251969.0
12
0.4%
1196680.0
42
1.4%
1164815.0
75
2.5%
1156644.0
32
1.1%
1128787.0
47
1.6%
1114806.0
16
0.5%
1095286.0
420
14.1%
1055397.0
57
1.9%
1023570.0
7
0.2%
osm_crossing_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_crossing_points_in_0.005
-0.34
osm_crossing_points_in_0.0075
-0.33
osm_crossing_points_in_0.01
-0.33
osm_crossing_points_in_0.001
-0.29
osm_transport_stop_points_in_0.01
-0.24
osm_transport_stop_points_in_0.0075
-0.23
osm_transport_stop_closest_dist
0.22
osm_finance_points_in_0.01
-0.21
osm_finance_points_in_0.0075
-0.21
reform_house_population_1000
-0.21
osm_finance_points_in_0.005
-0.20
osm_transport_stop_points_in_0.005
-0.19
osm_amenity_points_in_0.001
-0.18
osm_amenity_points_in_0.005
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.39
floor
0.15
osm_finance_points_in_0.001
0.11
osm_offices_points_in_0.001
0.11
date
0.10
osm_culture_points_in_0.001
0.09
osm_building_points_in_0.001
0.06
realty_type
0.06
osm_train_stop_points_in_0.0075
0.05
osm_train_stop_points_in_0.005
0.02
price_type
0.00
MOST FREQUENT VALUES

0.0419303457627536
12
0.4%
1.1698829907540764
8
0.3%
0.0486547198040684
8
0.3%
0.0899287597077057
7
0.2%
0.0275941530018215
7
0.2%
0.2435769487823244
6
0.2%
0.0906684471500761
6
0.2%
0.0512544571166397
6
0.2%
0.0781113937435715
6
0.2%
0.047843670866019
6
0.2%
0.1849932493607772
6
0.2%
0.3369350303200636
5
0.2%
0.1999988257870158
5
0.2%
0.2439921336393407
5
0.2%
0.1191294018647453
5
0.2%
SMALLEST VALUES

0.0012776469649856
1
<0.1%
0.0018101736930145
1
<0.1%
0.0022489443182146
1
<0.1%
0.0032840454022657
1
<0.1%
0.0036372659991119
1
<0.1%
0.0043116808930959
1
<0.1%
0.0045159367563929
1
<0.1%
0.0048364723149025
1
<0.1%
0.0050501858681132
1
<0.1%
0.0058885471140438
1
<0.1%
0.0068371558560442
1
<0.1%
0.0081168698815444
2
<0.1%
0.0081993536015721
1
<0.1%
0.008237702285559
4
0.1%
0.0085148488159795
1
<0.1%
LARGEST VALUES

4.733735836717121
1
<0.1%
4.336487662358734
1
<0.1%
4.226247363255871
1
<0.1%
3.044597269199172
2
<0.1%
2.421545373896147
1
<0.1%
2.3595708563326294
1
<0.1%
1.9736314881413264
1
<0.1%
1.8682189646322127
1
<0.1%
1.8494490404143689
4
0.1%
1.760836805907888
1
<0.1%
1.674092223555632
1
<0.1%
1.5819952543580411
1
<0.1%
1.5406719006171377
1
<0.1%
1.4952309153732732
1
<0.1%
1.4951008901062164
1
<0.1%
osm_crossing_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_crossing_points_in_0.005
0.46
osm_crossing_points_in_0.0075
0.42
osm_crossing_points_in_0.01
0.40
osm_crossing_closest_dist
-0.29
osm_amenity_points_in_0.001
0.25
osm_finance_points_in_0.01
0.24
osm_finance_points_in_0.0075
0.23
osm_amenity_points_in_0.0075
0.22
osm_amenity_points_in_0.01
0.22
osm_amenity_points_in_0.005
0.22
osm_catering_points_in_0.001
0.22
osm_transport_stop_points_in_0.01
0.22
osm_shops_points_in_0.001
0.22
osm_transport_stop_points_in_0.005
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.27
floor
0.17
osm_offices_points_in_0.001
0.15
osm_finance_points_in_0.001
0.13
osm_culture_points_in_0.001
0.13
osm_building_points_in_0.001
0.10
osm_train_stop_points_in_0.0075
0.07
realty_type
0.06
date
0.06
osm_train_stop_points_in_0.005
0.05
price_type
0.00
MOST FREQUENT VALUES

0
1,794
60.3%
1
472
15.9%
2
255
8.6%
4
171
5.7%
3
168
5.6%
5
52
1.7%
6
37
1.2%
7
11
0.4%
8
9
0.3%
9
4
0.1%
10
1
<0.1%
SMALLEST VALUES

0
1,794
60.3%
1
472
15.9%
2
255
8.6%
3
168
5.6%
4
171
5.7%
5
52
1.7%
6
37
1.2%
7
11
0.4%
8
9
0.3%
9
4
0.1%
10
1
<0.1%
LARGEST VALUES

10
1
<0.1%
9
4
0.1%
8
9
0.3%
7
11
0.4%
6
37
1.2%
5
52
1.7%
4
171
5.7%
3
168
5.6%
2
255
8.6%
1
472
15.9%
0
1,794
60.3%
osm_crossing_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_crossing_points_in_0.0075
0.94
osm_crossing_points_in_0.01
0.88
osm_finance_points_in_0.0075
0.60
osm_finance_points_in_0.01
0.60
osm_finance_points_in_0.005
0.57
osm_amenity_points_in_0.005
0.56
osm_amenity_points_in_0.0075
0.56
osm_amenity_points_in_0.01
0.54
osm_historic_points_in_0.01
0.54
osm_transport_stop_points_in_0.0075
0.52
osm_catering_points_in_0.005
0.52
osm_historic_points_in_0.0075
0.52
osm_shops_points_in_0.0075
0.52
osm_transport_stop_points_in_0.01
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.53
osm_offices_points_in_0.001
0.30
osm_culture_points_in_0.001
0.24
floor
0.23
osm_finance_points_in_0.001
0.23
osm_building_points_in_0.001
0.20
osm_train_stop_points_in_0.0075
0.13
realty_type
0.10
date
0.08
osm_train_stop_points_in_0.005
0.06
price_type
0.00
MOST FREQUENT VALUES

12
127
4.3%
0
125
4.2%
3
123
4.1%
13
115
3.9%
11
112
3.8%
1
112
3.8%
8
105
3.5%
5
98
3.3%
7
98
3.3%
10
97
3.3%
4
96
3.2%
6
94
3.2%
14
90
3.0%
2
88
3.0%
9
88
3.0%
SMALLEST VALUES

0
125
4.2%
1
112
3.8%
2
88
3.0%
3
123
4.1%
4
96
3.2%
5
98
3.3%
6
94
3.2%
7
98
3.3%
8
105
3.5%
9
88
3.0%
10
97
3.3%
11
112
3.8%
12
127
4.3%
13
115
3.9%
14
90
3.0%
LARGEST VALUES

90
2
<0.1%
78
1
<0.1%
74
5
0.2%
73
1
<0.1%
71
1
<0.1%
70
3
0.1%
69
3
0.1%
68
2
<0.1%
66
4
0.1%
65
1
<0.1%
64
6
0.2%
63
1
<0.1%
62
4
0.1%
61
1
<0.1%
60
2
<0.1%
osm_crossing_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_crossing_points_in_0.01
0.97
osm_crossing_points_in_0.005
0.94
osm_finance_points_in_0.01
0.70
osm_finance_points_in_0.0075
0.68
osm_amenity_points_in_0.0075
0.66
osm_amenity_points_in_0.01
0.65
osm_amenity_points_in_0.005
0.65
osm_shops_points_in_0.0075
0.62
osm_finance_points_in_0.005
0.62
osm_transport_stop_points_in_0.01
0.62
osm_shops_points_in_0.01
0.62
osm_catering_points_in_0.0075
0.61
osm_transport_stop_points_in_0.0075
0.61
osm_catering_points_in_0.005
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.61
osm_offices_points_in_0.001
0.34
osm_culture_points_in_0.001
0.27
osm_building_points_in_0.001
0.24
floor
0.23
osm_finance_points_in_0.001
0.22
osm_train_stop_points_in_0.0075
0.17
realty_type
0.11
osm_train_stop_points_in_0.005
0.09
date
0.08
price_type
0.00
MOST FREQUENT VALUES

23
77
2.6%
26
64
2.2%
0
62
2.1%
35
62
2.1%
15
61
2.1%
14
58
2.0%
8
58
2.0%
11
56
1.9%
19
56
1.9%
6
56
1.9%
37
55
1.8%
27
55
1.8%
20
54
1.8%
24
52
1.7%
1
52
1.7%
SMALLEST VALUES

0
62
2.1%
1
52
1.7%
2
33
1.1%
3
38
1.3%
4
42
1.4%
5
38
1.3%
6
56
1.9%
7
39
1.3%
8
58
2.0%
9
49
1.6%
10
42
1.4%
11
56
1.9%
12
47
1.6%
13
43
1.4%
14
58
2.0%
LARGEST VALUES

160
2
<0.1%
154
1
<0.1%
151
1
<0.1%
150
1
<0.1%
140
1
<0.1%
137
2
<0.1%
133
4
0.1%
132
1
<0.1%
131
4
0.1%
130
4
0.1%
124
4
0.1%
123
1
<0.1%
122
3
0.1%
121
3
0.1%
119
7
0.2%
osm_crossing_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_crossing_points_in_0.0075
0.97
osm_crossing_points_in_0.005
0.88
osm_finance_points_in_0.01
0.75
osm_amenity_points_in_0.01
0.73
osm_amenity_points_in_0.0075
0.73
osm_finance_points_in_0.0075
0.72
osm_amenity_points_in_0.005
0.71
osm_shops_points_in_0.01
0.70
osm_shops_points_in_0.0075
0.69
osm_catering_points_in_0.0075
0.69
osm_catering_points_in_0.01
0.69
osm_offices_points_in_0.01
0.68
osm_transport_stop_points_in_0.01
0.68
osm_healthcare_points_in_0.01
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.66
osm_offices_points_in_0.001
0.38
osm_culture_points_in_0.001
0.31
osm_building_points_in_0.001
0.26
osm_finance_points_in_0.001
0.23
floor
0.23
osm_train_stop_points_in_0.0075
0.20
osm_train_stop_points_in_0.005
0.13
realty_type
0.11
date
0.08
price_type
0.00
MOST FREQUENT VALUES

11
47
1.6%
43
42
1.4%
0
42
1.4%
71
41
1.4%
30
40
1.3%
56
40
1.3%
18
39
1.3%
13
38
1.3%
47
37
1.2%
31
37
1.2%
52
37
1.2%
50
36
1.2%
35
35
1.2%
53
35
1.2%
45
35
1.2%
SMALLEST VALUES

0
42
1.4%
1
24
0.8%
2
23
0.8%
3
22
0.7%
4
18
0.6%
5
19
0.6%
6
26
0.9%
7
25
0.8%
8
33
1.1%
9
10
0.3%
10
29
1.0%
11
47
1.6%
12
35
1.2%
13
38
1.3%
14
29
1.0%
LARGEST VALUES

252
1
<0.1%
233
1
<0.1%
231
2
<0.1%
230
1
<0.1%
227
1
<0.1%
220
1
<0.1%
217
3
0.1%
215
3
0.1%
214
1
<0.1%
212
1
<0.1%
210
2
<0.1%
209
1
<0.1%
208
3
0.1%
206
2
<0.1%
205
3
0.1%
osm_culture_points_in_0.001
MISSING:
---
TOP CATEGORIES

0
2,736
92%
1
192
6%
2
24
<1%
3
14
<1%
4
4
<1%
5
2
<1%
8
1
<1%
12
1
<1%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_culture_points_in_0.001
PROVIDES INFORMATION ON...

price_type
1.00
osm_building_points_in_0.001
0.11
osm_offices_points_in_0.001
0.04
osm_finance_points_in_0.001
0.03
osm_train_stop_points_in_0.0075
0.03
osm_train_stop_points_in_0.005
0.02
region
0.02
floor
0.01
date
0.01
realty_type
0.00

THESE FEATURES
GIVE INFORMATION
ON osm_culture_points_in_0.001:

region
0.20
osm_offices_points_in_0.001
0.08
floor
0.06
osm_finance_points_in_0.001
0.05
date
0.05
osm_building_points_in_0.001
0.04
osm_train_stop_points_in_0.0075
0.02
realty_type
0.01
osm_train_stop_points_in_0.005
0.01
price_type
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_culture_points_in_0.001
CORRELATION RATIO WITH...

osm_culture_points_in_0.005
0.75
osm_culture_points_in_0.0075
0.68
osm_culture_points_in_0.01
0.63
osm_catering_points_in_0.001
0.47
osm_amenity_points_in_0.001
0.45
osm_historic_points_in_0.005
0.41
osm_historic_points_in_0.0075
0.41
osm_historic_points_in_0.01
0.39
osm_amenity_points_in_0.005
0.39
osm_catering_points_in_0.005
0.38
osm_amenity_points_in_0.0075
0.38
osm_amenity_points_in_0.01
0.38
osm_catering_points_in_0.0075
0.38
osm_catering_points_in_0.01
0.38
osm_culture_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_culture_points_in_0.0075
0.95
osm_culture_points_in_0.01
0.90
osm_amenity_points_in_0.01
0.57
osm_amenity_points_in_0.0075
0.57
osm_amenity_points_in_0.005
0.56
osm_catering_points_in_0.01
0.55
osm_catering_points_in_0.0075
0.55
osm_catering_points_in_0.005
0.54
osm_offices_points_in_0.01
0.52
osm_historic_points_in_0.01
0.51
osm_offices_points_in_0.0075
0.51
osm_historic_points_in_0.0075
0.51
osm_shops_points_in_0.01
0.51
osm_hotels_points_in_0.01
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_culture_points_in_0.001
0.75
region
0.59
osm_offices_points_in_0.001
0.38
osm_train_stop_points_in_0.0075
0.18
osm_building_points_in_0.001
0.16
osm_finance_points_in_0.001
0.16
floor
0.14
osm_train_stop_points_in_0.005
0.10
date
0.08
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

0
1,631
54.8%
1
437
14.7%
2
239
8.0%
3
139
4.7%
4
105
3.5%
5
87
2.9%
6
50
1.7%
9
47
1.6%
7
44
1.5%
8
32
1.1%
19
20
0.7%
10
19
0.6%
17
18
0.6%
14
14
0.5%
12
12
0.4%
SMALLEST VALUES

0
1,631
54.8%
1
437
14.7%
2
239
8.0%
3
139
4.7%
4
105
3.5%
5
87
2.9%
6
50
1.7%
7
44
1.5%
8
32
1.1%
9
47
1.6%
10
19
0.6%
11
7
0.2%
12
12
0.4%
13
10
0.3%
14
14
0.5%
LARGEST VALUES

157
1
<0.1%
99
1
<0.1%
79
1
<0.1%
48
2
<0.1%
40
1
<0.1%
31
1
<0.1%
29
6
0.2%
28
1
<0.1%
27
1
<0.1%
26
1
<0.1%
25
1
<0.1%
24
4
0.1%
23
3
0.1%
22
5
0.2%
21
1
<0.1%
osm_culture_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_culture_points_in_0.01
0.97
osm_culture_points_in_0.005
0.95
osm_amenity_points_in_0.01
0.63
osm_amenity_points_in_0.0075
0.63
osm_catering_points_in_0.01
0.61
osm_catering_points_in_0.0075
0.61
osm_amenity_points_in_0.005
0.61
osm_catering_points_in_0.005
0.59
osm_offices_points_in_0.01
0.58
osm_offices_points_in_0.0075
0.57
osm_historic_points_in_0.01
0.57
osm_finance_points_in_0.01
0.57
osm_shops_points_in_0.01
0.56
osm_hotels_points_in_0.0075
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_culture_points_in_0.001
0.68
region
0.65
osm_offices_points_in_0.001
0.37
osm_building_points_in_0.001
0.19
osm_finance_points_in_0.001
0.18
osm_train_stop_points_in_0.0075
0.16
floor
0.15
osm_train_stop_points_in_0.005
0.09
date
0.08
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

0
1,197
40.2%
1
466
15.7%
2
255
8.6%
4
140
4.7%
3
137
4.6%
5
101
3.4%
7
81
2.7%
8
72
2.4%
6
65
2.2%
9
43
1.4%
11
38
1.3%
10
38
1.3%
13
33
1.1%
12
25
0.8%
27
25
0.8%
SMALLEST VALUES

0
1,197
40.2%
1
466
15.7%
2
255
8.6%
3
137
4.6%
4
140
4.7%
5
101
3.4%
6
65
2.2%
7
81
2.7%
8
72
2.4%
9
43
1.4%
10
38
1.3%
11
38
1.3%
12
25
0.8%
13
33
1.1%
14
20
0.7%
LARGEST VALUES

243
1
<0.1%
189
1
<0.1%
180
1
<0.1%
113
1
<0.1%
112
1
<0.1%
111
1
<0.1%
60
1
<0.1%
59
1
<0.1%
52
1
<0.1%
49
1
<0.1%
48
1
<0.1%
47
2
<0.1%
46
7
0.2%
45
2
<0.1%
44
6
0.2%
osm_culture_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_culture_points_in_0.0075
0.97
osm_culture_points_in_0.005
0.90
osm_amenity_points_in_0.01
0.69
osm_amenity_points_in_0.0075
0.68
osm_catering_points_in_0.01
0.67
osm_catering_points_in_0.0075
0.66
osm_amenity_points_in_0.005
0.66
osm_catering_points_in_0.005
0.64
osm_offices_points_in_0.01
0.63
osm_offices_points_in_0.0075
0.63
osm_historic_points_in_0.01
0.62
osm_shops_points_in_0.01
0.62
osm_finance_points_in_0.01
0.61
osm_hotels_points_in_0.0075
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.70
osm_culture_points_in_0.001
0.63
osm_offices_points_in_0.001
0.37
osm_building_points_in_0.001
0.21
osm_finance_points_in_0.001
0.19
floor
0.16
osm_train_stop_points_in_0.0075
0.16
osm_train_stop_points_in_0.005
0.09
date
0.07
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

0
930
31.3%
1
440
14.8%
2
273
9.2%
3
153
5.1%
5
115
3.9%
4
112
3.8%
6
87
2.9%
7
80
2.7%
10
74
2.5%
9
67
2.3%
8
62
2.1%
12
53
1.8%
11
44
1.5%
14
38
1.3%
16
30
1.0%
SMALLEST VALUES

0
930
31.3%
1
440
14.8%
2
273
9.2%
3
153
5.1%
4
112
3.8%
5
115
3.9%
6
87
2.9%
7
80
2.7%
8
62
2.1%
9
67
2.3%
10
74
2.5%
11
44
1.5%
12
53
1.8%
13
29
1.0%
14
38
1.3%
LARGEST VALUES

307
1
<0.1%
274
1
<0.1%
266
1
<0.1%
186
1
<0.1%
180
2
<0.1%
89
1
<0.1%
83
1
<0.1%
75
3
0.1%
73
1
<0.1%
72
2
<0.1%
70
3
0.1%
69
6
0.2%
68
7
0.2%
67
3
0.1%
66
6
0.2%
osm_finance_points_in_0.001
MISSING:
---
TOP CATEGORIES

0
2,483
83%
1
372
13%
2
70
2%
3
45
2%
4
4
<1%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_finance_points_in_0.001
PROVIDES INFORMATION ON...

price_type
1.00
osm_building_points_in_0.001
0.14
osm_offices_points_in_0.001
0.06
osm_culture_points_in_0.001
0.05
osm_train_stop_points_in_0.005
0.04
osm_train_stop_points_in_0.0075
0.03
region
0.02
floor
0.01
date
0.00
realty_type
0.00

THESE FEATURES
GIVE INFORMATION
ON osm_finance_points_in_0.001:

region
0.10
osm_offices_points_in_0.001
0.07
floor
0.05
osm_building_points_in_0.001
0.03
osm_culture_points_in_0.001
0.03
date
0.02
osm_train_stop_points_in_0.0075
0.01
osm_train_stop_points_in_0.005
0.01
realty_type
0.01
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
CORRELATION RATIO WITH...

osm_finance_points_in_0.005
0.42
osm_amenity_points_in_0.001
0.41
osm_healthcare_points_in_0.005
0.38
osm_finance_points_in_0.0075
0.38
osm_finance_points_in_0.01
0.35
osm_amenity_points_in_0.005
0.34
osm_shops_points_in_0.005
0.34
osm_healthcare_points_in_0.0075
0.33
osm_shops_points_in_0.001
0.33
osm_amenity_points_in_0.0075
0.32
osm_shops_points_in_0.0075
0.31
osm_offices_points_in_0.005
0.31
osm_leisure_points_in_0.005
0.30
osm_offices_points_in_0.0075
0.30
osm_finance_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_finance_points_in_0.0075
0.91
osm_finance_points_in_0.01
0.83
osm_amenity_points_in_0.005
0.77
osm_amenity_points_in_0.0075
0.74
osm_shops_points_in_0.005
0.74
osm_shops_points_in_0.0075
0.72
osm_amenity_points_in_0.01
0.72
osm_offices_points_in_0.005
0.71
osm_shops_points_in_0.01
0.70
osm_catering_points_in_0.005
0.70
osm_offices_points_in_0.0075
0.68
osm_catering_points_in_0.0075
0.67
osm_healthcare_points_in_0.01
0.66
osm_catering_points_in_0.01
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.57
osm_offices_points_in_0.001
0.47
osm_finance_points_in_0.001
0.42
osm_culture_points_in_0.001
0.34
floor
0.22
osm_building_points_in_0.001
0.19
osm_train_stop_points_in_0.0075
0.17
osm_train_stop_points_in_0.005
0.09
realty_type
0.09
date
0.08
price_type
0.00
MOST FREQUENT VALUES

0
875
29.4%
1
584
19.6%
2
370
12.4%
3
256
8.6%
4
221
7.4%
5
152
5.1%
6
108
3.6%
7
92
3.1%
8
65
2.2%
11
46
1.5%
10
36
1.2%
9
32
1.1%
12
29
1.0%
16
29
1.0%
13
24
0.8%
SMALLEST VALUES

0
875
29.4%
1
584
19.6%
2
370
12.4%
3
256
8.6%
4
221
7.4%
5
152
5.1%
6
108
3.6%
7
92
3.1%
8
65
2.2%
9
32
1.1%
10
36
1.2%
11
46
1.5%
12
29
1.0%
13
24
0.8%
14
11
0.4%
LARGEST VALUES

21
4
0.1%
20
1
<0.1%
19
6
0.2%
18
9
0.3%
17
2
<0.1%
16
29
1.0%
15
22
0.7%
14
11
0.4%
13
24
0.8%
12
29
1.0%
11
46
1.5%
10
36
1.2%
9
32
1.1%
8
65
2.2%
7
92
3.1%
osm_finance_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_finance_points_in_0.01
0.96
osm_finance_points_in_0.005
0.91
osm_amenity_points_in_0.0075
0.85
osm_amenity_points_in_0.005
0.84
osm_amenity_points_in_0.01
0.84
osm_shops_points_in_0.0075
0.82
osm_shops_points_in_0.01
0.82
osm_shops_points_in_0.005
0.79
osm_offices_points_in_0.0075
0.79
osm_catering_points_in_0.0075
0.79
osm_catering_points_in_0.005
0.78
osm_catering_points_in_0.01
0.78
osm_offices_points_in_0.01
0.78
osm_healthcare_points_in_0.01
0.78

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.66
osm_offices_points_in_0.001
0.50
osm_finance_points_in_0.001
0.38
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.25
floor
0.23
osm_train_stop_points_in_0.0075
0.19
osm_train_stop_points_in_0.005
0.12
realty_type
0.10
date
0.09
price_type
0.00
MOST FREQUENT VALUES

0
513
17.2%
1
402
13.5%
2
327
11.0%
3
253
8.5%
5
208
7.0%
6
195
6.6%
4
189
6.4%
8
120
4.0%
7
101
3.4%
9
84
2.8%
10
77
2.6%
11
66
2.2%
12
59
2.0%
13
51
1.7%
23
30
1.0%
SMALLEST VALUES

0
513
17.2%
1
402
13.5%
2
327
11.0%
3
253
8.5%
4
189
6.4%
5
208
7.0%
6
195
6.6%
7
101
3.4%
8
120
4.0%
9
84
2.8%
10
77
2.6%
11
66
2.2%
12
59
2.0%
13
51
1.7%
14
25
0.8%
LARGEST VALUES

35
4
0.1%
34
1
<0.1%
33
2
<0.1%
32
3
0.1%
31
4
0.1%
30
19
0.6%
29
11
0.4%
28
5
0.2%
27
12
0.4%
26
29
1.0%
25
25
0.8%
24
24
0.8%
23
30
1.0%
22
23
0.8%
21
8
0.3%
osm_finance_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_finance_points_in_0.0075
0.96
osm_amenity_points_in_0.01
0.88
osm_amenity_points_in_0.0075
0.87
osm_shops_points_in_0.01
0.86
osm_amenity_points_in_0.005
0.85
osm_shops_points_in_0.0075
0.84
osm_finance_points_in_0.005
0.83
osm_healthcare_points_in_0.01
0.82
osm_catering_points_in_0.01
0.82
osm_catering_points_in_0.0075
0.82
osm_offices_points_in_0.01
0.82
osm_offices_points_in_0.0075
0.81
osm_catering_points_in_0.005
0.80
osm_shops_points_in_0.005
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.69
osm_offices_points_in_0.001
0.48
osm_culture_points_in_0.001
0.37
osm_finance_points_in_0.001
0.35
osm_building_points_in_0.001
0.28
floor
0.22
osm_train_stop_points_in_0.0075
0.22
osm_train_stop_points_in_0.005
0.13
date
0.10
realty_type
0.10
price_type
0.00
MOST FREQUENT VALUES

1
342
11.5%
0
277
9.3%
2
266
8.9%
3
216
7.3%
4
192
6.5%
5
186
6.3%
7
129
4.3%
10
127
4.3%
6
116
3.9%
8
114
3.8%
11
104
3.5%
9
98
3.3%
12
85
2.9%
15
74
2.5%
14
64
2.2%
SMALLEST VALUES

0
277
9.3%
1
342
11.5%
2
266
8.9%
3
216
7.3%
4
192
6.5%
5
186
6.3%
6
116
3.9%
7
129
4.3%
8
114
3.8%
9
98
3.3%
10
127
4.3%
11
104
3.5%
12
85
2.9%
13
53
1.8%
14
64
2.2%
LARGEST VALUES

56
1
<0.1%
49
2
<0.1%
48
5
0.2%
47
3
0.1%
46
1
<0.1%
45
8
0.3%
44
26
0.9%
43
19
0.6%
42
12
0.4%
41
16
0.5%
40
8
0.3%
39
14
0.5%
38
14
0.5%
37
9
0.3%
36
14
0.5%
osm_healthcare_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_healthcare_points_in_0.0075
0.93
osm_healthcare_points_in_0.01
0.88
osm_amenity_points_in_0.005
0.82
osm_amenity_points_in_0.0075
0.81
osm_shops_points_in_0.0075
0.81
osm_amenity_points_in_0.01
0.81
osm_shops_points_in_0.01
0.80
osm_shops_points_in_0.005
0.80
osm_offices_points_in_0.0075
0.80
osm_offices_points_in_0.01
0.80
osm_catering_points_in_0.0075
0.77
osm_catering_points_in_0.01
0.77
osm_offices_points_in_0.005
0.77
osm_catering_points_in_0.005
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.73
osm_offices_points_in_0.001
0.42
osm_building_points_in_0.001
0.39
osm_finance_points_in_0.001
0.38
osm_culture_points_in_0.001
0.32
floor
0.21
osm_train_stop_points_in_0.0075
0.17
osm_train_stop_points_in_0.005
0.11
date
0.08
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

0
1,019
34.3%
1
580
19.5%
2
472
15.9%
3
265
8.9%
4
174
5.9%
5
121
4.1%
6
73
2.5%
7
53
1.8%
8
31
1.0%
11
28
0.9%
10
25
0.8%
9
19
0.6%
30
17
0.6%
12
17
0.6%
16
15
0.5%
SMALLEST VALUES

0
1,019
34.3%
1
580
19.5%
2
472
15.9%
3
265
8.9%
4
174
5.9%
5
121
4.1%
6
73
2.5%
7
53
1.8%
8
31
1.0%
9
19
0.6%
10
25
0.8%
11
28
0.9%
12
17
0.6%
13
14
0.5%
14
13
0.4%
LARGEST VALUES

30
17
0.6%
28
1
<0.1%
24
2
<0.1%
23
2
<0.1%
22
1
<0.1%
21
1
<0.1%
20
1
<0.1%
19
3
0.1%
18
13
0.4%
17
2
<0.1%
16
15
0.5%
15
12
0.4%
14
13
0.4%
13
14
0.5%
12
17
0.6%
osm_healthcare_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_healthcare_points_in_0.01
0.97
osm_healthcare_points_in_0.005
0.93
osm_amenity_points_in_0.0075
0.91
osm_amenity_points_in_0.01
0.91
osm_shops_points_in_0.01
0.91
osm_shops_points_in_0.0075
0.90
osm_offices_points_in_0.01
0.90
osm_offices_points_in_0.0075
0.89
osm_amenity_points_in_0.005
0.89
osm_catering_points_in_0.01
0.88
osm_catering_points_in_0.0075
0.87
osm_shops_points_in_0.005
0.87
osm_catering_points_in_0.005
0.85
osm_offices_points_in_0.005
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.80
osm_offices_points_in_0.001
0.48
osm_building_points_in_0.001
0.37
osm_culture_points_in_0.001
0.34
osm_finance_points_in_0.001
0.33
osm_train_stop_points_in_0.0075
0.22
floor
0.20
osm_train_stop_points_in_0.005
0.13
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0
501
16.8%
1
461
15.5%
2
431
14.5%
3
304
10.2%
4
253
8.5%
5
222
7.5%
6
135
4.5%
7
109
3.7%
8
85
2.9%
9
84
2.8%
10
56
1.9%
11
48
1.6%
12
29
1.0%
28
21
0.7%
13
19
0.6%
SMALLEST VALUES

0
501
16.8%
1
461
15.5%
2
431
14.5%
3
304
10.2%
4
253
8.5%
5
222
7.5%
6
135
4.5%
7
109
3.7%
8
85
2.9%
9
84
2.8%
10
56
1.9%
11
48
1.6%
12
29
1.0%
13
19
0.6%
14
13
0.4%
LARGEST VALUES

48
16
0.5%
47
1
<0.1%
46
1
<0.1%
45
1
<0.1%
44
1
<0.1%
43
3
0.1%
42
4
0.1%
41
5
0.2%
40
1
<0.1%
38
3
0.1%
37
4
0.1%
36
7
0.2%
35
5
0.2%
34
4
0.1%
33
9
0.3%
osm_healthcare_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_healthcare_points_in_0.0075
0.97
osm_amenity_points_in_0.01
0.94
osm_shops_points_in_0.01
0.94
osm_amenity_points_in_0.0075
0.93
osm_offices_points_in_0.01
0.93
osm_shops_points_in_0.0075
0.92
osm_offices_points_in_0.0075
0.92
osm_catering_points_in_0.01
0.91
osm_amenity_points_in_0.005
0.91
osm_catering_points_in_0.0075
0.91
osm_hotels_points_in_0.01
0.88
osm_catering_points_in_0.005
0.88
osm_shops_points_in_0.005
0.88
osm_healthcare_points_in_0.005
0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.83
osm_offices_points_in_0.001
0.52
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.35
osm_finance_points_in_0.001
0.29
osm_train_stop_points_in_0.0075
0.27
floor
0.19
osm_train_stop_points_in_0.005
0.15
date
0.08
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

2
309
10.4%
0
308
10.4%
3
303
10.2%
1
296
10.0%
4
261
8.8%
5
218
7.3%
7
165
5.5%
6
159
5.3%
8
135
4.5%
10
92
3.1%
9
90
3.0%
11
84
2.8%
13
55
1.8%
12
51
1.7%
14
47
1.6%
SMALLEST VALUES

0
308
10.4%
1
296
10.0%
2
309
10.4%
3
303
10.2%
4
261
8.8%
5
218
7.3%
6
159
5.3%
7
165
5.5%
8
135
4.5%
9
90
3.0%
10
92
3.1%
11
84
2.8%
12
51
1.7%
13
55
1.8%
14
47
1.6%
LARGEST VALUES

68
1
<0.1%
67
4
0.1%
66
16
0.5%
65
4
0.1%
63
5
0.2%
62
15
0.5%
61
8
0.3%
60
3
0.1%
59
1
<0.1%
58
6
0.2%
57
6
0.2%
56
3
0.1%
55
10
0.3%
54
4
0.1%
53
1
<0.1%
osm_historic_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_historic_points_in_0.0075
0.91
osm_historic_points_in_0.01
0.84
osm_amenity_points_in_0.005
0.54
osm_amenity_points_in_0.0075
0.53
osm_finance_points_in_0.0075
0.52
osm_finance_points_in_0.01
0.52
osm_amenity_points_in_0.01
0.52
osm_crossing_points_in_0.01
0.50
osm_catering_points_in_0.005
0.49
osm_culture_points_in_0.01
0.49
osm_finance_points_in_0.005
0.49
osm_crossing_points_in_0.0075
0.48
osm_catering_points_in_0.0075
0.48
osm_culture_points_in_0.0075
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.47
osm_culture_points_in_0.001
0.41
osm_offices_points_in_0.001
0.30
osm_finance_points_in_0.001
0.18
floor
0.17
osm_building_points_in_0.001
0.12
osm_train_stop_points_in_0.0075
0.11
date
0.08
osm_train_stop_points_in_0.005
0.07
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

0
1,376
46.3%
1
544
18.3%
2
280
9.4%
3
158
5.3%
4
148
5.0%
6
106
3.6%
5
96
3.2%
7
50
1.7%
9
40
1.3%
8
38
1.3%
10
27
0.9%
11
26
0.9%
13
14
0.5%
12
11
0.4%
14
10
0.3%
SMALLEST VALUES

0
1,376
46.3%
1
544
18.3%
2
280
9.4%
3
158
5.3%
4
148
5.0%
5
96
3.2%
6
106
3.6%
7
50
1.7%
8
38
1.3%
9
40
1.3%
10
27
0.9%
11
26
0.9%
12
11
0.4%
13
14
0.5%
14
10
0.3%
LARGEST VALUES

52
1
<0.1%
38
1
<0.1%
35
1
<0.1%
34
1
<0.1%
31
2
<0.1%
29
3
0.1%
28
1
<0.1%
27
1
<0.1%
26
1
<0.1%
24
2
<0.1%
22
4
0.1%
21
1
<0.1%
20
5
0.2%
19
5
0.2%
18
4
0.1%
osm_historic_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_historic_points_in_0.01
0.96
osm_historic_points_in_0.005
0.91
osm_amenity_points_in_0.0075
0.64
osm_amenity_points_in_0.005
0.64
osm_amenity_points_in_0.01
0.63
osm_finance_points_in_0.0075
0.62
osm_finance_points_in_0.01
0.62
osm_catering_points_in_0.005
0.59
osm_catering_points_in_0.0075
0.59
osm_crossing_points_in_0.01
0.58
osm_catering_points_in_0.01
0.58
osm_culture_points_in_0.01
0.58
osm_shops_points_in_0.01
0.57
osm_shops_points_in_0.0075
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.54
osm_culture_points_in_0.001
0.41
osm_offices_points_in_0.001
0.35
osm_finance_points_in_0.001
0.21
floor
0.17
osm_building_points_in_0.001
0.14
osm_train_stop_points_in_0.0075
0.11
date
0.08
osm_train_stop_points_in_0.005
0.07
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

0
906
30.5%
1
480
16.1%
2
365
12.3%
3
180
6.1%
4
126
4.2%
6
122
4.1%
5
118
4.0%
7
82
2.8%
9
64
2.2%
8
58
2.0%
11
58
2.0%
10
51
1.7%
13
41
1.4%
12
39
1.3%
14
36
1.2%
SMALLEST VALUES

0
906
30.5%
1
480
16.1%
2
365
12.3%
3
180
6.1%
4
126
4.2%
5
118
4.0%
6
122
4.1%
7
82
2.8%
8
58
2.0%
9
64
2.2%
10
51
1.7%
11
58
2.0%
12
39
1.3%
13
41
1.4%
14
36
1.2%
LARGEST VALUES

81
1
<0.1%
69
2
<0.1%
53
2
<0.1%
52
1
<0.1%
51
1
<0.1%
49
1
<0.1%
48
1
<0.1%
47
3
0.1%
46
3
0.1%
45
1
<0.1%
44
5
0.2%
43
2
<0.1%
41
1
<0.1%
40
2
<0.1%
39
2
<0.1%
osm_historic_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_historic_points_in_0.0075
0.96
osm_historic_points_in_0.005
0.84
osm_amenity_points_in_0.0075
0.70
osm_amenity_points_in_0.01
0.70
osm_amenity_points_in_0.005
0.70
osm_finance_points_in_0.01
0.68
osm_finance_points_in_0.0075
0.68
osm_catering_points_in_0.005
0.66
osm_catering_points_in_0.0075
0.66
osm_catering_points_in_0.01
0.65
osm_shops_points_in_0.01
0.64
osm_shops_points_in_0.0075
0.64
osm_crossing_points_in_0.01
0.63
osm_shops_points_in_0.005
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.58
osm_culture_points_in_0.001
0.39
osm_offices_points_in_0.001
0.39
osm_finance_points_in_0.001
0.22
floor
0.19
osm_building_points_in_0.001
0.15
osm_train_stop_points_in_0.0075
0.09
date
0.09
realty_type
0.07
osm_train_stop_points_in_0.005
0.06
price_type
0.00
MOST FREQUENT VALUES

0
612
20.6%
1
432
14.5%
2
372
12.5%
3
182
6.1%
4
142
4.8%
6
112
3.8%
5
95
3.2%
9
82
2.8%
10
80
2.7%
8
77
2.6%
7
73
2.5%
13
71
2.4%
14
61
2.1%
11
60
2.0%
12
44
1.5%
SMALLEST VALUES

0
612
20.6%
1
432
14.5%
2
372
12.5%
3
182
6.1%
4
142
4.8%
5
95
3.2%
6
112
3.8%
7
73
2.5%
8
77
2.6%
9
82
2.8%
10
80
2.7%
11
60
2.0%
12
44
1.5%
13
71
2.4%
14
61
2.1%
LARGEST VALUES

117
1
<0.1%
108
2
<0.1%
86
1
<0.1%
81
1
<0.1%
80
1
<0.1%
78
2
<0.1%
77
1
<0.1%
74
1
<0.1%
69
2
<0.1%
67
4
0.1%
66
2
<0.1%
64
2
<0.1%
63
2
<0.1%
61
1
<0.1%
60
2
<0.1%
osm_hotels_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_hotels_points_in_0.0075
0.98
osm_hotels_points_in_0.01
0.97
osm_catering_points_in_0.01
0.94
osm_catering_points_in_0.0075
0.93
osm_catering_points_in_0.005
0.92
osm_offices_points_in_0.005
0.92
osm_offices_points_in_0.01
0.92
osm_offices_points_in_0.0075
0.92
osm_amenity_points_in_0.01
0.90
osm_amenity_points_in_0.0075
0.89
osm_shops_points_in_0.01
0.88
osm_amenity_points_in_0.005
0.87
osm_shops_points_in_0.0075
0.87
osm_healthcare_points_in_0.01
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.84
osm_offices_points_in_0.001
0.58
osm_train_stop_points_in_0.0075
0.36
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.31
osm_finance_points_in_0.001
0.26
osm_train_stop_points_in_0.005
0.22
floor
0.20
date
0.09
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

0
1,709
57.5%
1
597
20.1%
2
242
8.1%
3
121
4.1%
4
60
2.0%
5
32
1.1%
6
20
0.7%
36
19
0.6%
7
14
0.5%
38
11
0.4%
37
8
0.3%
29
8
0.3%
49
8
0.3%
23
8
0.3%
47
7
0.2%
SMALLEST VALUES

0
1,709
57.5%
1
597
20.1%
2
242
8.1%
3
121
4.1%
4
60
2.0%
5
32
1.1%
6
20
0.7%
7
14
0.5%
8
4
0.1%
9
1
<0.1%
10
1
<0.1%
11
3
0.1%
13
6
0.2%
14
1
<0.1%
16
1
<0.1%
LARGEST VALUES

63
1
<0.1%
59
2
<0.1%
58
2
<0.1%
57
1
<0.1%
56
2
<0.1%
55
3
0.1%
54
5
0.2%
53
1
<0.1%
52
3
0.1%
51
6
0.2%
50
3
0.1%
49
8
0.3%
48
3
0.1%
47
7
0.2%
46
1
<0.1%
osm_hotels_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_hotels_points_in_0.01
1.00
osm_hotels_points_in_0.005
0.98
osm_catering_points_in_0.01
0.97
osm_catering_points_in_0.0075
0.96
osm_offices_points_in_0.01
0.95
osm_offices_points_in_0.0075
0.94
osm_catering_points_in_0.005
0.93
osm_amenity_points_in_0.01
0.92
osm_amenity_points_in_0.0075
0.92
osm_offices_points_in_0.005
0.91
osm_shops_points_in_0.01
0.91
osm_shops_points_in_0.0075
0.89
osm_amenity_points_in_0.005
0.88
osm_healthcare_points_in_0.01
0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.86
osm_offices_points_in_0.001
0.56
osm_train_stop_points_in_0.0075
0.39
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.34
osm_finance_points_in_0.001
0.26
osm_train_stop_points_in_0.005
0.24
floor
0.20
date
0.09
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

0
1,236
41.6%
1
646
21.7%
2
300
10.1%
3
180
6.1%
4
163
5.5%
5
80
2.7%
6
54
1.8%
7
38
1.3%
8
28
0.9%
9
20
0.7%
80
18
0.6%
10
18
0.6%
11
12
0.4%
12
12
0.4%
61
11
0.4%
SMALLEST VALUES

0
1,236
41.6%
1
646
21.7%
2
300
10.1%
3
180
6.1%
4
163
5.5%
5
80
2.7%
6
54
1.8%
7
38
1.3%
8
28
0.9%
9
20
0.7%
10
18
0.6%
11
12
0.4%
12
12
0.4%
13
6
0.2%
14
6
0.2%
LARGEST VALUES

106
1
<0.1%
104
1
<0.1%
103
1
<0.1%
102
1
<0.1%
101
3
0.1%
100
1
<0.1%
99
3
0.1%
97
2
<0.1%
96
3
0.1%
95
1
<0.1%
94
4
0.1%
92
1
<0.1%
91
4
0.1%
90
8
0.3%
89
4
0.1%
osm_hotels_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_hotels_points_in_0.0075
1.00
osm_catering_points_in_0.01
0.97
osm_hotels_points_in_0.005
0.97
osm_catering_points_in_0.0075
0.96
osm_offices_points_in_0.01
0.96
osm_offices_points_in_0.0075
0.95
osm_catering_points_in_0.005
0.94
osm_amenity_points_in_0.01
0.93
osm_amenity_points_in_0.0075
0.92
osm_shops_points_in_0.01
0.91
osm_offices_points_in_0.005
0.91
osm_shops_points_in_0.0075
0.90
osm_amenity_points_in_0.005
0.89
osm_healthcare_points_in_0.01
0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.87
osm_offices_points_in_0.001
0.56
osm_train_stop_points_in_0.0075
0.40
osm_culture_points_in_0.001
0.35
osm_building_points_in_0.001
0.34
osm_finance_points_in_0.001
0.25
osm_train_stop_points_in_0.005
0.23
floor
0.20
date
0.09
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

0
870
29.3%
1
585
19.7%
2
422
14.2%
3
217
7.3%
4
154
5.2%
5
131
4.4%
6
106
3.6%
7
85
2.9%
8
55
1.8%
9
34
1.1%
123
24
0.8%
13
23
0.8%
11
20
0.7%
10
18
0.6%
140
15
0.5%
SMALLEST VALUES

0
870
29.3%
1
585
19.7%
2
422
14.2%
3
217
7.3%
4
154
5.2%
5
131
4.4%
6
106
3.6%
7
85
2.9%
8
55
1.8%
9
34
1.1%
10
18
0.6%
11
20
0.7%
12
13
0.4%
13
23
0.8%
14
11
0.4%
LARGEST VALUES

153
3
0.1%
152
2
<0.1%
151
2
<0.1%
150
1
<0.1%
149
1
<0.1%
148
8
0.3%
146
2
<0.1%
145
2
<0.1%
144
2
<0.1%
143
3
0.1%
142
3
0.1%
141
4
0.1%
140
15
0.5%
139
1
<0.1%
137
1
<0.1%
osm_leisure_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_leisure_points_in_0.0075
0.92
osm_leisure_points_in_0.01
0.88
osm_amenity_points_in_0.005
0.76
osm_amenity_points_in_0.0075
0.76
osm_amenity_points_in_0.01
0.76
osm_shops_points_in_0.01
0.75
osm_shops_points_in_0.0075
0.75
osm_offices_points_in_0.0075
0.74
osm_offices_points_in_0.01
0.74
osm_shops_points_in_0.005
0.74
osm_offices_points_in_0.005
0.73
osm_catering_points_in_0.0075
0.73
osm_catering_points_in_0.01
0.73
osm_catering_points_in_0.005
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.69
osm_offices_points_in_0.001
0.45
osm_finance_points_in_0.001
0.30
osm_culture_points_in_0.001
0.30
osm_building_points_in_0.001
0.25
floor
0.21
osm_train_stop_points_in_0.0075
0.19
osm_train_stop_points_in_0.005
0.14
date
0.09
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

0
1,187
39.9%
1
623
20.9%
2
382
12.8%
3
244
8.2%
4
139
4.7%
5
70
2.4%
6
70
2.4%
7
41
1.4%
11
34
1.1%
8
34
1.1%
9
33
1.1%
14
33
1.1%
12
23
0.8%
10
22
0.7%
15
10
0.3%
SMALLEST VALUES

0
1,187
39.9%
1
623
20.9%
2
382
12.8%
3
244
8.2%
4
139
4.7%
5
70
2.4%
6
70
2.4%
7
41
1.4%
8
34
1.1%
9
33
1.1%
10
22
0.7%
11
34
1.1%
12
23
0.8%
13
9
0.3%
14
33
1.1%
LARGEST VALUES

27
1
<0.1%
26
1
<0.1%
25
1
<0.1%
22
1
<0.1%
21
1
<0.1%
20
1
<0.1%
18
2
<0.1%
17
4
0.1%
16
8
0.3%
15
10
0.3%
14
33
1.1%
13
9
0.3%
12
23
0.8%
11
34
1.1%
10
22
0.7%
osm_leisure_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_leisure_points_in_0.01
0.96
osm_leisure_points_in_0.005
0.92
osm_amenity_points_in_0.01
0.85
osm_amenity_points_in_0.0075
0.85
osm_shops_points_in_0.01
0.84
osm_shops_points_in_0.0075
0.83
osm_amenity_points_in_0.005
0.83
osm_offices_points_in_0.01
0.83
osm_offices_points_in_0.0075
0.83
osm_catering_points_in_0.01
0.82
osm_catering_points_in_0.0075
0.82
osm_healthcare_points_in_0.01
0.82
osm_shops_points_in_0.005
0.80
osm_catering_points_in_0.005
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.77
osm_offices_points_in_0.001
0.49
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.29
osm_finance_points_in_0.001
0.29
osm_train_stop_points_in_0.0075
0.25
floor
0.19
osm_train_stop_points_in_0.005
0.16
date
0.09
realty_type
0.03
price_type
0.00
MOST FREQUENT VALUES

0
599
20.1%
1
542
18.2%
2
432
14.5%
3
308
10.4%
4
240
8.1%
5
158
5.3%
6
122
4.1%
7
101
3.4%
8
69
2.3%
9
53
1.8%
10
38
1.3%
11
37
1.2%
13
26
0.9%
12
22
0.7%
31
21
0.7%
SMALLEST VALUES

0
599
20.1%
1
542
18.2%
2
432
14.5%
3
308
10.4%
4
240
8.1%
5
158
5.3%
6
122
4.1%
7
101
3.4%
8
69
2.3%
9
53
1.8%
10
38
1.3%
11
37
1.2%
12
22
0.7%
13
26
0.9%
14
11
0.4%
LARGEST VALUES

38
1
<0.1%
37
1
<0.1%
36
1
<0.1%
34
1
<0.1%
33
6
0.2%
32
4
0.1%
31
21
0.7%
30
7
0.2%
29
12
0.4%
28
8
0.3%
27
18
0.6%
26
6
0.2%
25
20
0.7%
24
8
0.3%
23
12
0.4%
osm_leisure_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_leisure_points_in_0.0075
0.96
osm_amenity_points_in_0.01
0.89
osm_amenity_points_in_0.0075
0.88
osm_leisure_points_in_0.005
0.88
osm_shops_points_in_0.01
0.87
osm_offices_points_in_0.01
0.87
osm_offices_points_in_0.0075
0.86
osm_shops_points_in_0.0075
0.86
osm_catering_points_in_0.01
0.86
osm_catering_points_in_0.0075
0.85
osm_amenity_points_in_0.005
0.85
osm_healthcare_points_in_0.01
0.85
osm_offices_points_in_0.005
0.84
osm_catering_points_in_0.005
0.84

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.80
osm_offices_points_in_0.001
0.52
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.30
osm_train_stop_points_in_0.0075
0.28
osm_finance_points_in_0.001
0.28
floor
0.19
osm_train_stop_points_in_0.005
0.18
date
0.09
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

1
413
13.9%
2
343
11.5%
0
314
10.6%
3
301
10.1%
4
260
8.7%
5
182
6.1%
6
156
5.2%
7
129
4.3%
8
116
3.9%
9
94
3.2%
10
78
2.6%
12
63
2.1%
14
58
2.0%
13
49
1.6%
11
49
1.6%
SMALLEST VALUES

0
314
10.6%
1
413
13.9%
2
343
11.5%
3
301
10.1%
4
260
8.7%
5
182
6.1%
6
156
5.2%
7
129
4.3%
8
116
3.9%
9
94
3.2%
10
78
2.6%
11
49
1.6%
12
63
2.1%
13
49
1.6%
14
58
2.0%
LARGEST VALUES

59
1
<0.1%
58
1
<0.1%
56
1
<0.1%
53
4
0.1%
52
4
0.1%
51
3
0.1%
50
4
0.1%
49
12
0.4%
48
9
0.3%
47
34
1.1%
46
2
<0.1%
45
9
0.3%
44
8
0.3%
43
11
0.4%
42
4
0.1%
osm_offices_points_in_0.001
MISSING:
---
TOP CATEGORIES

0
2,393
80%
1
386
13%
2
110
4%
3
38
1%
4
19
<1%
5
11
<1%
6
8
<1%
9
4
<1%
7
3
<1%
8
2
<1%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_offices_points_in_0.001
PROVIDES INFORMATION ON...

price_type
1.00
osm_building_points_in_0.001
0.12
osm_train_stop_points_in_0.0075
0.09
osm_culture_points_in_0.001
0.08
osm_train_stop_points_in_0.005
0.07
osm_finance_points_in_0.001
0.07
region
0.04
floor
0.03
realty_type
0.01
date
0.01

THESE FEATURES
GIVE INFORMATION
ON osm_offices_points_in_0.001:

region
0.19
floor
0.09
osm_finance_points_in_0.001
0.06
osm_culture_points_in_0.001
0.04
date
0.04
osm_train_stop_points_in_0.0075
0.03
osm_building_points_in_0.001
0.02
realty_type
0.02
osm_train_stop_points_in_0.005
0.01
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_offices_points_in_0.001
CORRELATION RATIO WITH...

osm_offices_points_in_0.005
0.64
osm_offices_points_in_0.0075
0.58
osm_hotels_points_in_0.005
0.58
osm_catering_points_in_0.005
0.57
osm_offices_points_in_0.01
0.57
osm_catering_points_in_0.0075
0.57
osm_amenity_points_in_0.005
0.57
osm_catering_points_in_0.01
0.56
osm_amenity_points_in_0.0075
0.56
osm_amenity_points_in_0.001
0.56
osm_amenity_points_in_0.01
0.56
osm_shops_points_in_0.005
0.56
osm_hotels_points_in_0.01
0.56
osm_hotels_points_in_0.0075
0.56
osm_offices_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_offices_points_in_0.0075
0.96
osm_offices_points_in_0.01
0.95
osm_catering_points_in_0.005
0.93
osm_amenity_points_in_0.005
0.93
osm_amenity_points_in_0.0075
0.93
osm_catering_points_in_0.0075
0.93
osm_catering_points_in_0.01
0.92
osm_amenity_points_in_0.01
0.92
osm_hotels_points_in_0.005
0.92
osm_shops_points_in_0.0075
0.92
osm_shops_points_in_0.005
0.91
osm_shops_points_in_0.01
0.91
osm_hotels_points_in_0.0075
0.91
osm_hotels_points_in_0.01
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.83
osm_offices_points_in_0.001
0.64
osm_culture_points_in_0.001
0.36
osm_train_stop_points_in_0.0075
0.34
osm_finance_points_in_0.001
0.31
osm_building_points_in_0.001
0.30
floor
0.22
osm_train_stop_points_in_0.005
0.20
date
0.10
realty_type
0.07
price_type
0.00
MOST FREQUENT VALUES

0
799
26.9%
1
542
18.2%
2
377
12.7%
3
299
10.1%
4
203
6.8%
5
145
4.9%
6
107
3.6%
7
67
2.3%
9
63
2.1%
8
58
2.0%
11
43
1.4%
10
30
1.0%
43
24
0.8%
13
22
0.7%
12
22
0.7%
SMALLEST VALUES

0
799
26.9%
1
542
18.2%
2
377
12.7%
3
299
10.1%
4
203
6.8%
5
145
4.9%
6
107
3.6%
7
67
2.3%
8
58
2.0%
9
63
2.1%
10
30
1.0%
11
43
1.4%
12
22
0.7%
13
22
0.7%
14
9
0.3%
LARGEST VALUES

61
8
0.3%
59
3
0.1%
57
2
<0.1%
56
8
0.3%
55
5
0.2%
54
3
0.1%
53
2
<0.1%
52
6
0.2%
51
5
0.2%
50
7
0.2%
49
7
0.2%
48
3
0.1%
47
3
0.1%
45
10
0.3%
44
4
0.1%
osm_offices_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_offices_points_in_0.01
0.99
osm_offices_points_in_0.005
0.96
osm_catering_points_in_0.0075
0.96
osm_catering_points_in_0.01
0.96
osm_amenity_points_in_0.01
0.96
osm_amenity_points_in_0.0075
0.96
osm_shops_points_in_0.01
0.95
osm_shops_points_in_0.0075
0.95
osm_hotels_points_in_0.01
0.95
osm_catering_points_in_0.005
0.94
osm_hotels_points_in_0.0075
0.94
osm_amenity_points_in_0.005
0.94
osm_healthcare_points_in_0.01
0.92
osm_hotels_points_in_0.005
0.92

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.86
osm_offices_points_in_0.001
0.58
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.34
osm_train_stop_points_in_0.0075
0.32
osm_finance_points_in_0.001
0.30
floor
0.21
osm_train_stop_points_in_0.005
0.19
date
0.09
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0
480
16.1%
1
344
11.6%
2
316
10.6%
4
265
8.9%
3
256
8.6%
5
159
5.3%
6
142
4.8%
7
126
4.2%
8
95
3.2%
9
91
3.1%
10
68
2.3%
13
61
2.1%
11
60
2.0%
12
55
1.8%
14
39
1.3%
SMALLEST VALUES

0
480
16.1%
1
344
11.6%
2
316
10.6%
3
256
8.6%
4
265
8.9%
5
159
5.3%
6
142
4.8%
7
126
4.2%
8
95
3.2%
9
91
3.1%
10
68
2.3%
11
60
2.0%
12
55
1.8%
13
61
2.1%
14
39
1.3%
LARGEST VALUES

125
1
<0.1%
123
1
<0.1%
121
1
<0.1%
119
1
<0.1%
117
1
<0.1%
111
3
0.1%
108
1
<0.1%
107
2
<0.1%
106
3
0.1%
105
1
<0.1%
103
3
0.1%
102
3
0.1%
101
14
0.5%
100
4
0.1%
99
9
0.3%
osm_offices_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_offices_points_in_0.0075
0.99
osm_catering_points_in_0.01
0.97
osm_amenity_points_in_0.01
0.97
osm_catering_points_in_0.0075
0.97
osm_amenity_points_in_0.0075
0.96
osm_shops_points_in_0.01
0.96
osm_hotels_points_in_0.01
0.96
osm_hotels_points_in_0.0075
0.95
osm_offices_points_in_0.005
0.95
osm_shops_points_in_0.0075
0.95
osm_catering_points_in_0.005
0.94
osm_amenity_points_in_0.005
0.93
osm_healthcare_points_in_0.01
0.93
osm_hotels_points_in_0.005
0.92

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.87
osm_offices_points_in_0.001
0.57
osm_culture_points_in_0.001
0.36
osm_building_points_in_0.001
0.32
osm_train_stop_points_in_0.0075
0.32
osm_finance_points_in_0.001
0.27
floor
0.20
osm_train_stop_points_in_0.005
0.19
date
0.10
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0
310
10.4%
1
276
9.3%
2
215
7.2%
4
209
7.0%
3
194
6.5%
5
177
6.0%
6
145
4.9%
7
139
4.7%
8
131
4.4%
9
107
3.6%
10
95
3.2%
11
84
2.8%
12
63
2.1%
14
55
1.8%
17
53
1.8%
SMALLEST VALUES

0
310
10.4%
1
276
9.3%
2
215
7.2%
3
194
6.5%
4
209
7.0%
5
177
6.0%
6
145
4.9%
7
139
4.7%
8
131
4.4%
9
107
3.6%
10
95
3.2%
11
84
2.8%
12
63
2.1%
13
32
1.1%
14
55
1.8%
LARGEST VALUES

179
1
<0.1%
177
1
<0.1%
175
3
0.1%
174
1
<0.1%
173
6
0.2%
172
2
<0.1%
171
3
0.1%
170
3
0.1%
169
1
<0.1%
168
3
0.1%
167
8
0.3%
166
2
<0.1%
165
1
<0.1%
164
6
0.2%
163
3
0.1%
osm_shops_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_amenity_points_in_0.001
0.92
osm_shops_points_in_0.005
0.71
osm_amenity_points_in_0.005
0.69
osm_shops_points_in_0.0075
0.68
osm_shops_points_in_0.01
0.66
osm_amenity_points_in_0.0075
0.66
osm_amenity_points_in_0.01
0.64
osm_catering_points_in_0.005
0.63
osm_offices_points_in_0.005
0.62
osm_catering_points_in_0.001
0.62
osm_catering_points_in_0.0075
0.61
osm_offices_points_in_0.0075
0.60
osm_offices_points_in_0.01
0.60
osm_catering_points_in_0.01
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.59
osm_offices_points_in_0.001
0.53
osm_train_stop_points_in_0.0075
0.33
osm_finance_points_in_0.001
0.33
osm_culture_points_in_0.001
0.31
osm_building_points_in_0.001
0.29
floor
0.17
osm_train_stop_points_in_0.005
0.17
date
0.09
realty_type
0.09
price_type
0.00
MOST FREQUENT VALUES

0
1,299
43.7%
1
603
20.3%
2
306
10.3%
3
237
8.0%
4
122
4.1%
6
80
2.7%
5
71
2.4%
7
47
1.6%
8
41
1.4%
9
37
1.2%
15
25
0.8%
13
21
0.7%
14
18
0.6%
11
16
0.5%
10
14
0.5%
SMALLEST VALUES

0
1,299
43.7%
1
603
20.3%
2
306
10.3%
3
237
8.0%
4
122
4.1%
5
71
2.4%
6
80
2.7%
7
47
1.6%
8
41
1.4%
9
37
1.2%
10
14
0.5%
11
16
0.5%
12
13
0.4%
13
21
0.7%
14
18
0.6%
LARGEST VALUES

31
1
<0.1%
25
3
0.1%
23
1
<0.1%
21
1
<0.1%
20
1
<0.1%
19
6
0.2%
18
5
0.2%
17
5
0.2%
16
1
<0.1%
15
25
0.8%
14
18
0.6%
13
21
0.7%
12
13
0.4%
11
16
0.5%
10
14
0.5%
osm_shops_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_amenity_points_in_0.005
0.98
osm_shops_points_in_0.0075
0.97
osm_amenity_points_in_0.0075
0.95
osm_shops_points_in_0.01
0.95
osm_amenity_points_in_0.01
0.93
osm_catering_points_in_0.005
0.92
osm_offices_points_in_0.005
0.91
osm_offices_points_in_0.0075
0.91
osm_catering_points_in_0.0075
0.90
osm_offices_points_in_0.01
0.90
osm_catering_points_in_0.01
0.89
osm_healthcare_points_in_0.01
0.88
osm_healthcare_points_in_0.0075
0.87
osm_hotels_points_in_0.01
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.80
osm_offices_points_in_0.001
0.56
osm_train_stop_points_in_0.0075
0.37
osm_finance_points_in_0.001
0.34
osm_building_points_in_0.001
0.33
osm_culture_points_in_0.001
0.33
osm_train_stop_points_in_0.005
0.23
floor
0.21
date
0.09
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

9
111
3.7%
7
104
3.5%
2
104
3.5%
3
103
3.5%
10
103
3.5%
8
101
3.4%
11
89
3.0%
1
86
2.9%
12
85
2.9%
6
85
2.9%
19
82
2.8%
15
77
2.6%
14
77
2.6%
17
77
2.6%
5
76
2.6%
SMALLEST VALUES

0
59
2.0%
1
86
2.9%
2
104
3.5%
3
103
3.5%
4
74
2.5%
5
76
2.6%
6
85
2.9%
7
104
3.5%
8
101
3.4%
9
111
3.7%
10
103
3.5%
11
89
3.0%
12
85
2.9%
13
72
2.4%
14
77
2.6%
LARGEST VALUES

294
8
0.3%
282
2
<0.1%
280
1
<0.1%
262
1
<0.1%
261
3
0.1%
258
1
<0.1%
256
1
<0.1%
255
2
<0.1%
252
2
<0.1%
250
1
<0.1%
249
1
<0.1%
247
1
<0.1%
245
2
<0.1%
244
1
<0.1%
243
1
<0.1%
osm_shops_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_shops_points_in_0.01
0.99
osm_amenity_points_in_0.0075
0.98
osm_amenity_points_in_0.01
0.97
osm_shops_points_in_0.005
0.97
osm_amenity_points_in_0.005
0.97
osm_offices_points_in_0.0075
0.95
osm_offices_points_in_0.01
0.95
osm_catering_points_in_0.0075
0.94
osm_catering_points_in_0.01
0.93
osm_catering_points_in_0.005
0.93
osm_healthcare_points_in_0.01
0.92
osm_offices_points_in_0.005
0.92
osm_healthcare_points_in_0.0075
0.90
osm_hotels_points_in_0.01
0.90

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.83
osm_offices_points_in_0.001
0.55
osm_train_stop_points_in_0.0075
0.35
osm_culture_points_in_0.001
0.33
osm_building_points_in_0.001
0.33
osm_finance_points_in_0.001
0.31
osm_train_stop_points_in_0.005
0.21
floor
0.20
date
0.09
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

7
63
2.1%
11
61
2.1%
28
61
2.1%
14
58
2.0%
18
54
1.8%
6
53
1.8%
30
52
1.7%
20
52
1.7%
16
51
1.7%
21
49
1.6%
22
49
1.6%
15
48
1.6%
27
48
1.6%
12
47
1.6%
17
46
1.5%
SMALLEST VALUES

0
10
0.3%
1
15
0.5%
2
25
0.8%
3
41
1.4%
4
43
1.4%
5
45
1.5%
6
53
1.8%
7
63
2.1%
8
46
1.5%
9
29
1.0%
10
42
1.4%
11
61
2.1%
12
47
1.6%
13
35
1.2%
14
58
2.0%
LARGEST VALUES

515
1
<0.1%
498
3
0.1%
493
6
0.2%
491
2
<0.1%
477
2
<0.1%
476
2
<0.1%
475
1
<0.1%
474
1
<0.1%
471
2
<0.1%
470
1
<0.1%
468
4
0.1%
467
4
0.1%
466
3
0.1%
465
2
<0.1%
462
1
<0.1%
osm_shops_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_shops_points_in_0.0075
0.99
osm_amenity_points_in_0.01
0.99
osm_amenity_points_in_0.0075
0.98
osm_offices_points_in_0.01
0.96
osm_amenity_points_in_0.005
0.96
osm_catering_points_in_0.01
0.95
osm_offices_points_in_0.0075
0.95
osm_catering_points_in_0.0075
0.95
osm_shops_points_in_0.005
0.95
osm_healthcare_points_in_0.01
0.94
osm_catering_points_in_0.005
0.92
osm_hotels_points_in_0.01
0.91
osm_offices_points_in_0.005
0.91
osm_hotels_points_in_0.0075
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.85
osm_offices_points_in_0.001
0.55
osm_culture_points_in_0.001
0.34
osm_train_stop_points_in_0.0075
0.34
osm_building_points_in_0.001
0.32
osm_finance_points_in_0.001
0.29
osm_train_stop_points_in_0.005
0.20
floor
0.19
date
0.09
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

41
47
1.6%
22
38
1.3%
12
38
1.3%
10
38
1.3%
18
38
1.3%
16
37
1.2%
34
36
1.2%
32
35
1.2%
15
35
1.2%
64
33
1.1%
61
33
1.1%
31
33
1.1%
26
32
1.1%
62
32
1.1%
40
31
1.0%
SMALLEST VALUES

0
6
0.2%
1
6
0.2%
2
7
0.2%
3
10
0.3%
4
17
0.6%
5
19
0.6%
6
25
0.8%
7
27
0.9%
8
27
0.9%
9
18
0.6%
10
38
1.3%
11
22
0.7%
12
38
1.3%
13
27
0.9%
14
29
1.0%
LARGEST VALUES

797
1
<0.1%
793
2
<0.1%
792
2
<0.1%
791
1
<0.1%
779
1
<0.1%
768
2
<0.1%
765
1
<0.1%
755
1
<0.1%
752
1
<0.1%
751
2
<0.1%
750
2
<0.1%
749
2
<0.1%
748
1
<0.1%
747
2
<0.1%
743
2
<0.1%
osm_subway_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_city_nearest_population
-0.30
osm_city_closest_dist
0.20
reform_house_population_1000
-0.19
osm_train_stop_closest_dist
0.19
lat
-0.19
osm_catering_points_in_0.01
-0.19
osm_offices_points_in_0.01
-0.19
osm_healthcare_points_in_0.01
-0.18
osm_catering_points_in_0.0075
-0.18
osm_hotels_points_in_0.01
-0.18
osm_hotels_points_in_0.0075
-0.18
osm_leisure_points_in_0.01
-0.18
osm_offices_points_in_0.0075
-0.17
osm_crossing_points_in_0.01
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.95
osm_train_stop_points_in_0.0075
0.16
floor
0.16
osm_offices_points_in_0.001
0.10
osm_train_stop_points_in_0.005
0.08
date
0.08
osm_finance_points_in_0.001
0.07
osm_building_points_in_0.001
0.07
osm_culture_points_in_0.001
0.07
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

0.0566771611193599
12
0.4%
0.0584871644966931
8
0.3%
199.1134905402572
8
0.3%
0.713491758583982
7
0.2%
458.67474312344007
7
0.2%
385.7713752625746
6
0.2%
1.7742867372903115
6
0.2%
0.7836641011847427
6
0.2%
2.4317890749517845
6
0.2%
0.6216413889843156
6
0.2%
0.8699290908743206
6
0.2%
7.374468459686978
5
0.2%
1.2410753865989264
5
0.2%
432.0153039442106
5
0.2%
1.555047327251479
5
0.2%
SMALLEST VALUES

0.0543474156444808
1
<0.1%
0.0566771611193599
12
0.4%
0.0584871644966931
8
0.3%
0.0587486222407314
4
0.1%
0.0588614414064572
1
<0.1%
0.0593016026515027
1
<0.1%
0.0715395028242587
1
<0.1%
0.0879120850514779
1
<0.1%
0.0960608168613216
1
<0.1%
0.1002295022227026
1
<0.1%
0.1013349212138936
1
<0.1%
0.108964079833319
1
<0.1%
0.1131607312915323
1
<0.1%
0.1185896355645097
1
<0.1%
0.1211023633721148
1
<0.1%
LARGEST VALUES

2356.0409439506084
1
<0.1%
2356.0333813646657
1
<0.1%
2277.8431917269986
1
<0.1%
2277.288543314039
1
<0.1%
2276.179088250949
1
<0.1%
2272.8477022408083
1
<0.1%
2272.838281351173
3
0.1%
2272.71182121827
1
<0.1%
2272.621326539351
1
<0.1%
2272.2968960385506
1
<0.1%
2272.2878415071923
1
<0.1%
2272.264717386849
1
<0.1%
2271.7687487150256
2
<0.1%
2230.224118564579
1
<0.1%
1502.7327641157842
1
<0.1%
osm_train_stop_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

lat
0.32
osm_transport_stop_points_in_0.01
-0.22
lng
-0.21
osm_transport_stop_points_in_0.0075
-0.20
osm_subway_closest_dist
0.19
reform_house_population_1000
-0.18
osm_city_nearest_population
-0.16
osm_city_closest_dist
0.16
osm_transport_stop_points_in_0.005
-0.16
reform_house_population_500
-0.15
osm_healthcare_points_in_0.01
-0.13
osm_finance_points_in_0.01
-0.12
osm_healthcare_points_in_0.0075
-0.12
reform_count_of_houses_1000
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.74
floor
0.12
date
0.10
osm_culture_points_in_0.001
0.09
osm_train_stop_points_in_0.0075
0.08
osm_offices_points_in_0.001
0.06
osm_train_stop_points_in_0.005
0.06
osm_finance_points_in_0.001
0.05
osm_building_points_in_0.001
0.01
realty_type
0.01
price_type
0.00
MOST FREQUENT VALUES

0.8049003090870804
12
0.4%
3.739495608911077
8
0.3%
1.302496652013141
8
0.3%
4.601232573065649
7
0.2%
7.049763141291207
7
0.2%
51.13388382788274
6
0.2%
0.7711242248027782
6
0.2%
5.959545874195169
6
0.2%
4.827763469142006
6
0.2%
0.9588179211076912
6
0.2%
3.504730914625126
6
0.2%
4.0195006377645335
5
0.2%
3.9624411524380654
5
0.2%
5.44801925565416
5
0.2%
3.950592571199615
5
0.2%
SMALLEST VALUES

0.0889501924483277
1
<0.1%
0.1265484483609259
1
<0.1%
0.1449143835638794
2
<0.1%
0.1503865446388276
1
<0.1%
0.1527285158282775
1
<0.1%
0.1601920005112618
1
<0.1%
0.164232816819972
1
<0.1%
0.1688311997400061
1
<0.1%
0.1816604653501446
2
<0.1%
0.184549056944433
1
<0.1%
0.1846249405660187
1
<0.1%
0.1867424035537246
1
<0.1%
0.1922104325198233
1
<0.1%
0.1976971922553384
2
<0.1%
0.2113565594501706
1
<0.1%
LARGEST VALUES

458.08151915541777
1
<0.1%
457.81828579952247
1
<0.1%
457.2884254433931
1
<0.1%
339.10888256334925
1
<0.1%
338.92235212836164
1
<0.1%
338.6243614274615
1
<0.1%
338.54047784288485
1
<0.1%
338.2618200481894
1
<0.1%
252.9075392377597
1
<0.1%
139.7573856531064
1
<0.1%
106.04595573452852
1
<0.1%
105.3521285345282
1
<0.1%
100.8226255663456
1
<0.1%
99.30253130448276
1
<0.1%
96.75355356169544
1
<0.1%
osm_train_stop_points_in_0.005
MISSING:
---
TOP CATEGORIES

0
2,911
98%
1
26
<1%
2
19
<1%
5
9
<1%
3
4
<1%
8
2
<1%
4
1
<1%
9
1
<1%
6
1
<1%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_train_stop_points_in_0.005
PROVIDES INFORMATION ON...

price_type
1.00
osm_train_stop_points_in_0.0075
0.38
osm_building_points_in_0.001
0.06
osm_offices_points_in_0.001
0.01
osm_finance_points_in_0.001
0.01
region
0.01
osm_culture_points_in_0.001
0.01
floor
0.01
date
0.01
realty_type
0.00

THESE FEATURES
GIVE INFORMATION
ON osm_train_stop_points_in_0.005:

osm_train_stop_points_in_0.0075
0.74
region
0.26
floor
0.13
date
0.12
osm_offices_points_in_0.001
0.07
osm_building_points_in_0.001
0.05
osm_finance_points_in_0.001
0.04
realty_type
0.02
osm_culture_points_in_0.001
0.02
price_type
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_train_stop_points_in_0.005
CORRELATION RATIO WITH...

osm_train_stop_points_in_0.01
0.49
osm_hotels_points_in_0.0075
0.24
osm_hotels_points_in_0.01
0.23
osm_shops_points_in_0.005
0.23
osm_catering_points_in_0.005
0.22
osm_hotels_points_in_0.005
0.22
osm_amenity_points_in_0.005
0.21
osm_shops_points_in_0.0075
0.21
osm_catering_points_in_0.0075
0.20
osm_offices_points_in_0.005
0.20
osm_catering_points_in_0.01
0.20
osm_shops_points_in_0.01
0.20
osm_amenity_points_in_0.0075
0.19
osm_offices_points_in_0.0075
0.19
osm_train_stop_points_in_0.0075
MISSING:
---
TOP CATEGORIES

0
2,839
95%
2
47
2%
1
42
1%
8
15
<1%
5
14
<1%
3
9
<1%
7
3
<1%
6
2
<1%
9
2
<1%
4
1
<1%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_train_stop_points_in_0.0075
PROVIDES INFORMATION ON...

price_type
1.00
osm_train_stop_points_in_0.005
0.74
osm_building_points_in_0.001
0.06
osm_offices_points_in_0.001
0.03
osm_culture_points_in_0.001
0.02
region
0.02
floor
0.01
osm_finance_points_in_0.001
0.01
date
0.01
realty_type
0.00

THESE FEATURES
GIVE INFORMATION
ON osm_train_stop_points_in_0.0075:

osm_train_stop_points_in_0.005
0.38
region
0.25
floor
0.10
osm_offices_points_in_0.001
0.09
date
0.09
osm_building_points_in_0.001
0.03
osm_finance_points_in_0.001
0.03
osm_culture_points_in_0.001
0.03
realty_type
0.01
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_train_stop_points_in_0.0075
CORRELATION RATIO WITH...

osm_train_stop_points_in_0.01
0.80
osm_hotels_points_in_0.01
0.40
osm_hotels_points_in_0.0075
0.39
osm_shops_points_in_0.005
0.37
osm_catering_points_in_0.005
0.37
osm_hotels_points_in_0.005
0.36
osm_catering_points_in_0.0075
0.36
osm_shops_points_in_0.0075
0.35
osm_amenity_points_in_0.005
0.34
osm_catering_points_in_0.01
0.34
osm_offices_points_in_0.005
0.34
osm_shops_points_in_0.01
0.34
osm_amenity_points_in_0.0075
0.33
osm_shops_points_in_0.001
0.33
osm_train_stop_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_hotels_points_in_0.01
0.40
osm_hotels_points_in_0.0075
0.39
osm_hotels_points_in_0.005
0.38
osm_shops_points_in_0.005
0.36
osm_shops_points_in_0.0075
0.36
osm_catering_points_in_0.0075
0.36
osm_shops_points_in_0.01
0.35
osm_catering_points_in_0.005
0.35
osm_offices_points_in_0.005
0.35
osm_catering_points_in_0.01
0.35
osm_amenity_points_in_0.005
0.34
osm_amenity_points_in_0.0075
0.34
osm_amenity_points_in_0.01
0.34
osm_offices_points_in_0.01
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_train_stop_points_in_0.0075
0.80
osm_train_stop_points_in_0.005
0.49
osm_offices_points_in_0.001
0.39
region
0.37
floor
0.24
osm_building_points_in_0.001
0.17
osm_culture_points_in_0.001
0.16
date
0.08
osm_finance_points_in_0.001
0.07
realty_type
0.01
price_type
0.00
MOST FREQUENT VALUES

0
2,730
91.8%
1
85
2.9%
2
73
2.5%
8
41
1.4%
3
19
0.6%
5
9
0.3%
7
7
0.2%
9
4
0.1%
4
3
0.1%
10
2
<0.1%
6
1
<0.1%
SMALLEST VALUES

0
2,730
91.8%
1
85
2.9%
2
73
2.5%
3
19
0.6%
4
3
0.1%
5
9
0.3%
6
1
<0.1%
7
7
0.2%
8
41
1.4%
9
4
0.1%
10
2
<0.1%
LARGEST VALUES

10
2
<0.1%
9
4
0.1%
8
41
1.4%
7
7
0.2%
6
1
<0.1%
5
9
0.3%
4
3
0.1%
3
19
0.6%
2
73
2.5%
1
85
2.9%
0
2,730
91.8%
osm_transport_stop_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.005
-0.36
osm_transport_stop_points_in_0.0075
-0.30
osm_transport_stop_points_in_0.01
-0.24
osm_crossing_closest_dist
0.22
osm_crossing_points_in_0.005
-0.22
osm_amenity_points_in_0.001
-0.22
osm_crossing_points_in_0.001
-0.21
osm_shops_points_in_0.001
-0.21
osm_crossing_points_in_0.0075
-0.20
osm_finance_points_in_0.005
-0.19
osm_crossing_points_in_0.01
-0.19
osm_amenity_points_in_0.005
-0.17
osm_finance_points_in_0.0075
-0.17
osm_shops_points_in_0.005
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.28
floor
0.27
osm_finance_points_in_0.001
0.15
osm_offices_points_in_0.001
0.12
osm_culture_points_in_0.001
0.11
osm_building_points_in_0.001
0.10
date
0.09
osm_train_stop_points_in_0.0075
0.06
osm_train_stop_points_in_0.005
0.05
realty_type
0.03
price_type
0.00
MOST FREQUENT VALUES

0.0566771611193599
12
0.4%
0.1312429141268579
8
0.3%
0.0589047254177186
8
0.3%
0.1189600193972061
7
0.2%
0.3767692685348349
7
0.2%
0.311885400880742
6
0.2%
0.2519706569938565
6
0.2%
0.0504367050436127
6
0.2%
0.1721229746686716
6
0.2%
0.0859305045109593
6
0.2%
0.0646082043682344
6
0.2%
0.2805275113153047
5
0.2%
0.185409614472431
5
0.2%
0.1440899696210684
5
0.2%
0.1252718722134908
5
0.2%
SMALLEST VALUES

0.0051694387187015
1
<0.1%
0.0057537232725624
1
<0.1%
0.0058769037473161
1
<0.1%
0.0079261392852234
5
0.2%
0.0086804013245856
1
<0.1%
0.0095250088238532
1
<0.1%
0.0099259013647265
1
<0.1%
0.0099807194385851
1
<0.1%
0.0101275298289887
1
<0.1%
0.0103634259585736
2
<0.1%
0.0106987933191272
1
<0.1%
0.0130959931553756
1
<0.1%
0.01407278974185
1
<0.1%
0.0147522151998373
2
<0.1%
0.015217473113388
1
<0.1%
LARGEST VALUES

1.434241152621875
1
<0.1%
1.317971456083982
2
<0.1%
1.2377763587650987
1
<0.1%
1.071301057216806
1
<0.1%
1.0131617711356258
1
<0.1%
0.9911997391825336
1
<0.1%
0.9766186602639668
1
<0.1%
0.936116986381025
1
<0.1%
0.932859740330583
1
<0.1%
0.925376139456235
1
<0.1%
0.9119840630508312
1
<0.1%
0.8722601778581163
1
<0.1%
0.820444998030587
1
<0.1%
0.8012105904987976
2
<0.1%
0.7636092215823379
1
<0.1%
osm_transport_stop_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.0075
0.83
osm_transport_stop_points_in_0.01
0.73
osm_amenity_points_in_0.005
0.65
osm_shops_points_in_0.005
0.63
osm_catering_points_in_0.005
0.62
osm_amenity_points_in_0.0075
0.62
osm_offices_points_in_0.005
0.61
osm_amenity_points_in_0.01
0.60
osm_shops_points_in_0.0075
0.60
osm_finance_points_in_0.005
0.59
osm_catering_points_in_0.0075
0.59
osm_shops_points_in_0.01
0.58
osm_finance_points_in_0.0075
0.57
osm_offices_points_in_0.0075
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.61
osm_offices_points_in_0.001
0.40
osm_culture_points_in_0.001
0.33
osm_finance_points_in_0.001
0.24
osm_train_stop_points_in_0.0075
0.22
floor
0.22
osm_building_points_in_0.001
0.14
osm_train_stop_points_in_0.005
0.14
date
0.08
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

4
362
12.2%
5
300
10.1%
6
290
9.8%
2
268
9.0%
7
254
8.5%
3
231
7.8%
8
188
6.3%
9
159
5.3%
10
138
4.6%
11
124
4.2%
12
94
3.2%
0
81
2.7%
13
71
2.4%
1
70
2.4%
15
59
2.0%
SMALLEST VALUES

0
81
2.7%
1
70
2.4%
2
268
9.0%
3
231
7.8%
4
362
12.2%
5
300
10.1%
6
290
9.8%
7
254
8.5%
8
188
6.3%
9
159
5.3%
10
138
4.6%
11
124
4.2%
12
94
3.2%
13
71
2.4%
14
58
2.0%
LARGEST VALUES

31
2
<0.1%
30
1
<0.1%
29
4
0.1%
28
2
<0.1%
27
11
0.4%
26
16
0.5%
25
20
0.7%
24
8
0.3%
23
20
0.7%
22
11
0.4%
21
8
0.3%
20
18
0.6%
19
14
0.5%
18
40
1.3%
17
14
0.5%
osm_transport_stop_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.01
0.92
osm_transport_stop_points_in_0.005
0.83
osm_amenity_points_in_0.0075
0.72
osm_amenity_points_in_0.01
0.71
osm_amenity_points_in_0.005
0.71
osm_shops_points_in_0.0075
0.70
osm_shops_points_in_0.01
0.70
osm_catering_points_in_0.0075
0.68
osm_shops_points_in_0.005
0.68
osm_healthcare_points_in_0.01
0.67
osm_catering_points_in_0.01
0.67
osm_catering_points_in_0.005
0.67
osm_finance_points_in_0.01
0.67
osm_offices_points_in_0.0075
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.69
osm_offices_points_in_0.001
0.40
osm_culture_points_in_0.001
0.29
osm_finance_points_in_0.001
0.23
floor
0.23
osm_train_stop_points_in_0.0075
0.21
osm_building_points_in_0.001
0.16
osm_train_stop_points_in_0.005
0.13
date
0.08
realty_type
0.05
price_type
0.00
MOST FREQUENT VALUES

11
189
6.4%
12
184
6.2%
8
165
5.5%
10
163
5.5%
14
157
5.3%
9
154
5.2%
6
144
4.8%
7
144
4.8%
13
125
4.2%
16
117
3.9%
15
115
3.9%
5
104
3.5%
19
96
3.2%
18
96
3.2%
20
94
3.2%
SMALLEST VALUES

0
19
0.6%
1
22
0.7%
2
40
1.3%
3
47
1.6%
4
74
2.5%
5
104
3.5%
6
144
4.8%
7
144
4.8%
8
165
5.5%
9
154
5.2%
10
163
5.5%
11
189
6.4%
12
184
6.2%
13
125
4.2%
14
157
5.3%
LARGEST VALUES

56
2
<0.1%
53
1
<0.1%
52
3
0.1%
51
1
<0.1%
50
2
<0.1%
49
5
0.2%
47
7
0.2%
46
3
0.1%
45
7
0.2%
44
6
0.2%
43
4
0.1%
42
11
0.4%
41
6
0.2%
40
5
0.2%
39
27
0.9%
osm_transport_stop_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.0075
0.92
osm_amenity_points_in_0.01
0.75
osm_shops_points_in_0.01
0.74
osm_amenity_points_in_0.0075
0.74
osm_transport_stop_points_in_0.005
0.73
osm_shops_points_in_0.0075
0.72
osm_healthcare_points_in_0.01
0.72
osm_amenity_points_in_0.005
0.71
osm_finance_points_in_0.01
0.71
osm_catering_points_in_0.01
0.70
osm_catering_points_in_0.0075
0.70
osm_offices_points_in_0.01
0.69
osm_leisure_points_in_0.01
0.69
osm_healthcare_points_in_0.0075
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.73
osm_offices_points_in_0.001
0.41
osm_culture_points_in_0.001
0.30
floor
0.21
osm_finance_points_in_0.001
0.21
osm_train_stop_points_in_0.0075
0.20
osm_building_points_in_0.001
0.17
osm_train_stop_points_in_0.005
0.13
date
0.07
realty_type
0.06
price_type
0.00
MOST FREQUENT VALUES

16
149
5.0%
14
127
4.3%
15
125
4.2%
17
118
4.0%
18
116
3.9%
13
108
3.6%
24
106
3.6%
21
100
3.4%
19
97
3.3%
26
94
3.2%
12
91
3.1%
23
89
3.0%
20
89
3.0%
22
87
2.9%
29
80
2.7%
SMALLEST VALUES

0
7
0.2%
1
11
0.4%
2
20
0.7%
3
15
0.5%
4
12
0.4%
5
26
0.9%
6
46
1.5%
7
48
1.6%
8
49
1.6%
9
66
2.2%
10
62
2.1%
11
54
1.8%
12
91
3.1%
13
108
3.6%
14
127
4.3%
LARGEST VALUES

78
1
<0.1%
77
2
<0.1%
75
10
0.3%
74
6
0.2%
73
1
<0.1%
72
4
0.1%
71
1
<0.1%
70
8
0.3%
69
3
0.1%
68
2
<0.1%
67
8
0.3%
66
10
0.3%
65
5
0.2%
64
12
0.4%
63
8
0.3%
reform_count_of_houses_1000
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_count_of_houses_500
0.90
reform_house_population_1000
0.62
osm_amenity_points_in_0.01
0.62
osm_amenity_points_in_0.0075
0.62
osm_shops_points_in_0.01
0.61
reform_mean_year_building_1000
-0.61
osm_shops_points_in_0.0075
0.61
osm_amenity_points_in_0.005
0.60
osm_healthcare_points_in_0.01
0.60
osm_healthcare_points_in_0.0075
0.59
osm_finance_points_in_0.01
0.58
osm_catering_points_in_0.01
0.58
osm_catering_points_in_0.0075
0.58
osm_shops_points_in_0.005
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.61
osm_offices_points_in_0.001
0.29
floor
0.25
osm_culture_points_in_0.001
0.25
osm_building_points_in_0.001
0.23
osm_train_stop_points_in_0.0075
0.21
osm_finance_points_in_0.001
0.20
osm_train_stop_points_in_0.005
0.12
date
0.08
realty_type
0.02
price_type
0.00
MOST FREQUENT VALUES

94
45
1.5%
91
37
1.2%
0
35
1.2%
122
30
1.0%
154
28
0.9%
93
27
0.9%
121
26
0.9%
96
26
0.9%
101
25
0.8%
123
24
0.8%
160
24
0.8%
102
23
0.8%
119
22
0.7%
149
21
0.7%
125
21
0.7%
SMALLEST VALUES

0
35
1.2%
2
1
<0.1%
3
6
0.2%
4
2
<0.1%
5
2
<0.1%
6
2
<0.1%
7
4
0.1%
9
1
<0.1%
11
1
<0.1%
12
2
<0.1%
13
1
<0.1%
14
1
<0.1%
15
2
<0.1%
16
2
<0.1%
17
1
<0.1%
LARGEST VALUES

649
1
<0.1%
645
2
<0.1%
554
2
<0.1%
548
2
<0.1%
544
1
<0.1%
536
2
<0.1%
527
1
<0.1%
525
1
<0.1%
519
1
<0.1%
512
3
0.1%
506
1
<0.1%
503
1
<0.1%
501
2
<0.1%
500
1
<0.1%
494
1
<0.1%
reform_count_of_houses_500
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_count_of_houses_1000
0.90
reform_house_population_500
0.56
reform_mean_year_building_1000
-0.54
osm_amenity_points_in_0.0075
0.52
osm_healthcare_points_in_0.0075
0.52
osm_amenity_points_in_0.01
0.52
osm_shops_points_in_0.0075
0.51
osm_healthcare_points_in_0.01
0.51
osm_amenity_points_in_0.005
0.51
osm_shops_points_in_0.01
0.51
reform_mean_year_building_500
-0.51
reform_house_population_1000
0.50
osm_healthcare_points_in_0.005
0.50
osm_shops_points_in_0.005
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.56
floor
0.25
osm_building_points_in_0.001
0.22
osm_offices_points_in_0.001
0.21
osm_finance_points_in_0.001
0.21
osm_culture_points_in_0.001
0.19
osm_train_stop_points_in_0.0075
0.14
date
0.08
osm_train_stop_points_in_0.005
0.06
realty_type
0.04
price_type
0.00
MOST FREQUENT VALUES

42
66
2.2%
29
65
2.2%
36
65
2.2%
24
61
2.1%
35
60
2.0%
31
59
2.0%
32
58
2.0%
45
57
1.9%
28
57
1.9%
43
57
1.9%
33
54
1.8%
44
53
1.8%
30
52
1.7%
25
52
1.7%
22
51
1.7%
SMALLEST VALUES

0
48
1.6%
1
17
0.6%
2
11
0.4%
3
4
0.1%
4
8
0.3%
5
12
0.4%
6
10
0.3%
7
15
0.5%
8
19
0.6%
9
21
0.7%
10
33
1.1%
11
18
0.6%
12
46
1.5%
13
25
0.8%
14
24
0.8%
LARGEST VALUES

213
4
0.1%
212
1
<0.1%
210
2
<0.1%
202
1
<0.1%
192
2
<0.1%
189
3
0.1%
183
2
<0.1%
175
1
<0.1%
166
3
0.1%
163
1
<0.1%
162
1
<0.1%
161
2
<0.1%
155
1
<0.1%
154
1
<0.1%
153
1
<0.1%
reform_house_population_1000
MISSING:
35
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_house_population_500
0.85
osm_healthcare_points_in_0.01
0.73
osm_shops_points_in_0.01
0.72
osm_amenity_points_in_0.01
0.70
osm_shops_points_in_0.0075
0.70
osm_healthcare_points_in_0.0075
0.69
osm_offices_points_in_0.01
0.69
osm_amenity_points_in_0.0075
0.69
osm_offices_points_in_0.0075
0.68
osm_hotels_points_in_0.01
0.68
osm_hotels_points_in_0.0075
0.68
osm_catering_points_in_0.01
0.67
osm_catering_points_in_0.0075
0.66
osm_hotels_points_in_0.005
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.65
osm_offices_points_in_0.001
0.37
osm_building_points_in_0.001
0.26
osm_train_stop_points_in_0.0075
0.26
osm_culture_points_in_0.001
0.23
osm_finance_points_in_0.001
0.21
floor
0.21
osm_train_stop_points_in_0.005
0.14
date
0.08
realty_type
0.00
price_type
0.00
MOST FREQUENT VALUES

7628.0
12
0.4%
2385.0
10
0.3%
2855.0
10
0.3%
2755.0
9
0.3%
1364.0
9
0.3%
1089.0
9
0.3%
938.0
8
0.3%
4219.0
8
0.3%
1902.0
8
0.3%
1636.0
8
0.3%
3830.0
7
0.2%
1947.0
7
0.2%
2344.0
7
0.2%
2234.0
7
0.2%
1436.0
6
0.2%
SMALLEST VALUES

1.0
6
0.2%
2.0
1
<0.1%
4.0
1
<0.1%
20.0
1
<0.1%
35.0
2
<0.1%
62.0
1
<0.1%
68.0
1
<0.1%
82.0
1
<0.1%
83.0
1
<0.1%
94.0
5
0.2%
98.0
1
<0.1%
110.0
1
<0.1%
123.0
1
<0.1%
191.0
1
<0.1%
202.0
1
<0.1%
LARGEST VALUES

8242.0
1
<0.1%
8141.0
1
<0.1%
8010.0
2
<0.1%
7994.0
1
<0.1%
7978.0
1
<0.1%
7967.0
1
<0.1%
7870.0
1
<0.1%
7809.0
1
<0.1%
7803.0
1
<0.1%
7802.0
1
<0.1%
7788.0
1
<0.1%
7759.0
2
<0.1%
7747.0
2
<0.1%
7728.0
1
<0.1%
7663.0
1
<0.1%
reform_house_population_500
MISSING:
48
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_house_population_1000
0.85
osm_healthcare_points_in_0.0075
0.62
osm_healthcare_points_in_0.01
0.61
osm_shops_points_in_0.01
0.59
osm_shops_points_in_0.0075
0.59
osm_healthcare_points_in_0.005
0.58
osm_amenity_points_in_0.01
0.58
osm_offices_points_in_0.0075
0.57
osm_offices_points_in_0.01
0.57
osm_hotels_points_in_0.0075
0.57
osm_amenity_points_in_0.0075
0.57
osm_hotels_points_in_0.01
0.57
osm_shops_points_in_0.005
0.57
reform_count_of_houses_500
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.56
osm_offices_points_in_0.001
0.27
osm_building_points_in_0.001
0.26
floor
0.22
osm_finance_points_in_0.001
0.22
osm_culture_points_in_0.001
0.18
osm_train_stop_points_in_0.0075
0.17
osm_train_stop_points_in_0.005
0.08
date
0.08
realty_type
0.03
price_type
0.00
MOST FREQUENT VALUES

919.0
13
0.4%
2631.0
12
0.4%
781.0
12
0.4%
618.0
10
0.3%
913.0
9
0.3%
733.0
9
0.3%
827.0
9
0.3%
30.0
9
0.3%
464.0
9
0.3%
567.0
9
0.3%
403.0
9
0.3%
956.0
9
0.3%
409.0
9
0.3%
758.0
8
0.3%
705.0
8
0.3%
SMALLEST VALUES

1.0
7
0.2%
2.0
1
<0.1%
5.0
1
<0.1%
9.0
1
<0.1%
14.0
1
<0.1%
16.0
1
<0.1%
18.0
1
<0.1%
20.0
1
<0.1%
22.0
1
<0.1%
27.0
1
<0.1%
30.0
9
0.3%
34.0
1
<0.1%
36.0
1
<0.1%
38.0
1
<0.1%
41.0
1
<0.1%
LARGEST VALUES

2893.0
1
<0.1%
2794.0
2
<0.1%
2737.0
2
<0.1%
2735.0
1
<0.1%
2664.0
1
<0.1%
2648.0
1
<0.1%
2640.0
1
<0.1%
2631.0
12
0.4%
2615.0
4
0.1%
2591.0
1
<0.1%
2507.0
2
<0.1%
2502.0
1
<0.1%
2493.0
1
<0.1%
2474.0
1
<0.1%
2458.0
1
<0.1%
reform_mean_floor_count_1000
MISSING:
35
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_mean_floor_count_500
0.88
reform_mean_year_building_1000
0.51
reform_mean_year_building_500
0.47
reform_count_of_houses_1000
-0.46
reform_count_of_houses_500
-0.45
osm_historic_points_in_0.01
-0.30
osm_historic_points_in_0.0075
-0.29
osm_historic_points_in_0.005
-0.26
osm_crossing_points_in_0.005
-0.21
osm_amenity_points_in_0.005
-0.20
osm_amenity_points_in_0.0075
-0.20
osm_crossing_points_in_0.0075
-0.19
osm_catering_points_in_0.005
-0.19
osm_catering_points_in_0.0075
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.54
floor
0.20
osm_culture_points_in_0.001
0.14
osm_offices_points_in_0.001
0.09
date
0.08
osm_finance_points_in_0.001
0.07
osm_train_stop_points_in_0.0075
0.07
osm_building_points_in_0.001
0.06
osm_train_stop_points_in_0.005
0.05
realty_type
0.03
price_type
0.00
MOST FREQUENT VALUES

4.832917705735661
12
0.4%
4.615384615384615
9
0.3%
4.566473988439307
8
0.3%
4.666666666666667
8
0.3%
1.0
7
0.2%
7.172043010752687
7
0.2%
6.642857142857142
7
0.2%
4.4444444444444455
6
0.2%
15.527472527472527
6
0.2%
6.775862068965517
6
0.2%
5.931972789115648
6
0.2%
12.522222222222226
6
0.2%
4.602272727272728
6
0.2%
10.372340425531917
6
0.2%
10.636363636363637
6
0.2%
SMALLEST VALUES

1.0
7
0.2%
1.5
1
<0.1%
1.7142857142857142
1
<0.1%
1.870967741935484
1
<0.1%
1.912621359223301
2
<0.1%
2.117647058823529
1
<0.1%
2.156862745098039
1
<0.1%
2.2
1
<0.1%
2.2257053291536053
1
<0.1%
2.3626373626373627
1
<0.1%
2.375
1
<0.1%
2.3773584905660377
1
<0.1%
2.431372549019608
1
<0.1%
2.44
1
<0.1%
2.4545454545454546
1
<0.1%
LARGEST VALUES

29.83870967741936
1
<0.1%
20.5625
1
<0.1%
18.90322580645161
2
<0.1%
18.5
1
<0.1%
17.36111111111111
1
<0.1%
17.083333333333332
1
<0.1%
17.0
1
<0.1%
16.973684210526315
1
<0.1%
16.952380952380953
1
<0.1%
16.125
1
<0.1%
16.083333333333332
1
<0.1%
16.057142857142857
2
<0.1%
15.733333333333333
1
<0.1%
15.727272727272728
2
<0.1%
15.527472527472527
6
0.2%
reform_mean_floor_count_500
MISSING:
48
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_mean_floor_count_1000
0.88
reform_mean_year_building_500
0.48
reform_count_of_houses_500
-0.46
reform_mean_year_building_1000
0.46
reform_count_of_houses_1000
-0.44
osm_historic_points_in_0.01
-0.30
osm_historic_points_in_0.0075
-0.30
osm_historic_points_in_0.005
-0.28
osm_crossing_points_in_0.005
-0.22
osm_crossing_points_in_0.0075
-0.21
osm_transport_stop_points_in_0.005
-0.21
osm_amenity_points_in_0.005
-0.20
osm_amenity_points_in_0.0075
-0.20
osm_transport_stop_points_in_0.0075
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.47
floor
0.31
osm_culture_points_in_0.001
0.13
date
0.09
osm_offices_points_in_0.001
0.08
osm_finance_points_in_0.001
0.08
osm_train_stop_points_in_0.0075
0.07
osm_building_points_in_0.001
0.06
osm_train_stop_points_in_0.005
0.05
realty_type
0.01
price_type
0.00
MOST FREQUENT VALUES

10.0
20
0.7%
6.0
18
0.6%
5.5
17
0.6%
8.0
16
0.5%
5.0
16
0.5%
9.0
12
0.4%
6.333333333333332
12
0.4%
4.826388888888889
12
0.4%
4.5
10
0.3%
6.125
10
0.3%
6.5
9
0.3%
6.277777777777778
9
0.3%
12.041666666666664
9
0.3%
4.0
9
0.3%
7.0
9
0.3%
SMALLEST VALUES

1.0
8
0.3%
1.4333333333333331
1
<0.1%
1.5
1
<0.1%
1.7714285714285714
1
<0.1%
1.8333333333333333
3
0.1%
1.8421052631578947
1
<0.1%
1.8611111111111112
1
<0.1%
1.8636363636363635
1
<0.1%
1.8833333333333333
2
<0.1%
1.8888888888888888
1
<0.1%
1.9791666666666667
1
<0.1%
1.9898989898989896
1
<0.1%
2.0
3
0.1%
2.0104166666666665
1
<0.1%
2.0636363636363635
1
<0.1%
LARGEST VALUES

26.85714285714285
4
0.1%
24.02702702702703
1
<0.1%
22.0
1
<0.1%
21.3
2
<0.1%
21.285714285714285
1
<0.1%
21.166666666666668
4
0.1%
19.9375
2
<0.1%
19.045454545454547
1
<0.1%
18.0
4
0.1%
17.642857142857142
1
<0.1%
17.125
1
<0.1%
17.1
1
<0.1%
17.0
1
<0.1%
16.666666666666668
1
<0.1%
16.615384615384613
2
<0.1%
reform_mean_year_building_1000
MISSING:
35
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_mean_year_building_500
0.95
osm_catering_points_in_0.0075
-0.72
osm_catering_points_in_0.01
-0.71
osm_catering_points_in_0.005
-0.71
osm_amenity_points_in_0.0075
-0.71
osm_amenity_points_in_0.01
-0.71
osm_amenity_points_in_0.005
-0.70
osm_offices_points_in_0.01
-0.70
osm_offices_points_in_0.0075
-0.69
osm_hotels_points_in_0.01
-0.69
osm_hotels_points_in_0.0075
-0.68
osm_offices_points_in_0.005
-0.68
osm_shops_points_in_0.01
-0.67
osm_shops_points_in_0.0075
-0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.80
osm_culture_points_in_0.001
0.19
floor
0.10
date
0.09
osm_offices_points_in_0.001
0.06
realty_type
0.04
osm_finance_points_in_0.001
0.04
osm_train_stop_points_in_0.0075
0.03
osm_train_stop_points_in_0.005
0.02
osm_building_points_in_0.001
0.02
price_type
0.00
MOST FREQUENT VALUES

1881.282442748092
12
0.4%
1971.7692307692307
8
0.3%
1852.2209302325589
8
0.3%
1993.8494623655915
7
0.2%
1972.424
7
0.2%
2005.979166666667
6
0.2%
1987.9680851063836
6
0.2%
1979.0
6
0.2%
2001.509090909091
6
0.2%
1967.0472972972973
6
0.2%
1969.9
6
0.2%
1994.0
6
0.2%
1967.159090909091
6
0.2%
2007.6888888888889
6
0.2%
1973.017857142857
5
0.2%
SMALLEST VALUES

1625.304054054054
1
<0.1%
1629.033333333333
1
<0.1%
1640.8869565217392
1
<0.1%
1662.4049079754602
1
<0.1%
1673.617283950617
1
<0.1%
1767.7469135802469
1
<0.1%
1795.593607305936
1
<0.1%
1845.981042654029
1
<0.1%
1846.578947368421
1
<0.1%
1846.781512605042
1
<0.1%
1848.1933701657456
1
<0.1%
1848.432258064516
1
<0.1%
1848.988700564972
1
<0.1%
1849.2472527472528
1
<0.1%
1849.4525139664804
1
<0.1%
LARGEST VALUES

2015.583333333333
1
<0.1%
2015.0
2
<0.1%
2014.590909090909
2
<0.1%
2013.952380952381
1
<0.1%
2013.91
1
<0.1%
2013.25
5
0.2%
2013.0277777777767
1
<0.1%
2012.7368421052636
1
<0.1%
2011.5625
1
<0.1%
2011.411764705883
1
<0.1%
2010.8846153846157
1
<0.1%
2010.375
2
<0.1%
2010.2619047619048
1
<0.1%
2010.233333333333
2
<0.1%
2010.095238095238
1
<0.1%
reform_mean_year_building_500
MISSING:
48
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reform_mean_year_building_1000
0.95
osm_catering_points_in_0.0075
-0.65
osm_catering_points_in_0.005
-0.65
osm_amenity_points_in_0.0075
-0.65
osm_catering_points_in_0.01
-0.65
osm_amenity_points_in_0.01
-0.65
osm_amenity_points_in_0.005
-0.64
osm_offices_points_in_0.01
-0.64
osm_offices_points_in_0.0075
-0.63
osm_hotels_points_in_0.01
-0.62
osm_offices_points_in_0.005
-0.62
osm_hotels_points_in_0.0075
-0.62
osm_shops_points_in_0.0075
-0.62
osm_shops_points_in_0.01
-0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.68
floor
0.23
osm_culture_points_in_0.001
0.16
date
0.09
osm_offices_points_in_0.001
0.06
osm_finance_points_in_0.001
0.04
realty_type
0.04
osm_train_stop_points_in_0.0075
0.03
osm_train_stop_points_in_0.005
0.02
osm_building_points_in_0.001
0.01
price_type
0.00
MOST FREQUENT VALUES

1882.4125874125875
12
0.4%
1994.0
9
0.3%
2006.416666666667
9
0.3%
1848.4901960784316
8
0.3%
1975.0
7
0.2%
1966.2
7
0.2%
1991.611111111111
7
0.2%
1979.0
7
0.2%
1975.127659574468
7
0.2%
1970.0
6
0.2%
1980.5
6
0.2%
1956.2727272727277
6
0.2%
1988.0
6
0.2%
1994.888888888889
6
0.2%
1995.416666666667
6
0.2%
SMALLEST VALUES

1403.2142857142858
1
<0.1%
1549.1764705882354
1
<0.1%
1554.4347826086953
1
<0.1%
1602.478260869565
1
<0.1%
1668.416666666667
1
<0.1%
1695.4
1
<0.1%
1709.2222222222226
1
<0.1%
1733.5151515151513
1
<0.1%
1789.9384615384615
1
<0.1%
1825.1818181818185
1
<0.1%
1825.4545454545453
1
<0.1%
1827.2571428571423
1
<0.1%
1834.0
1
<0.1%
1837.196428571429
1
<0.1%
1837.6097560975609
1
<0.1%
LARGEST VALUES

2020.0
1
<0.1%
2018.0
1
<0.1%
2017.2857142857144
1
<0.1%
2017.0
1
<0.1%
2015.7
1
<0.1%
2015.636363636364
2
<0.1%
2015.2307692307693
2
<0.1%
2014.875
2
<0.1%
2014.571428571429
2
<0.1%
2014.5
1
<0.1%
2014.4444444444448
1
<0.1%
2014.25
1
<0.1%
2014.235294117647
1
<0.1%
2014.2142857142856
1
<0.1%
2014.0
1
<0.1%
region
MISSING:
---
TOP CATEGORIES

Красноярский край
436
15%
Иркутская область
285
10%
Санкт-Петербург
203
7%
Карелия
144
5%
Томская область
142
5%
Свердловская область
138
5%
Кемеровская область
134
5%
Нижегородская область
101
3%
Курская область
95
3%
Новосибирская область
83
3%
Белгородская область
83
3%
Калужская область
80
3%
Омская область
75
3%
Брянская область
71
2%
Саратовская область
66
2%
Пермский край
61
2%
Челябинская область
58
2%
(Other)
719
24%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
region
PROVIDES INFORMATION ON...

price_type
1.00
osm_building_points_in_0.001
0.31
osm_train_stop_points_in_0.005
0.26
osm_train_stop_points_in_0.0075
0.25
osm_culture_points_in_0.001
0.20
floor
0.20
osm_offices_points_in_0.001
0.19
osm_finance_points_in_0.001
0.10
date
0.07
realty_type
0.05

THESE FEATURES
GIVE INFORMATION
ON region:

floor
0.12
date
0.06
osm_offices_points_in_0.001
0.04
osm_culture_points_in_0.001
0.02
osm_train_stop_points_in_0.0075
0.02
osm_finance_points_in_0.001
0.02
realty_type
0.02
osm_building_points_in_0.001
0.01
osm_train_stop_points_in_0.005
0.01
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
CORRELATION RATIO WITH...

lng
1.00
lat
0.97
osm_subway_closest_dist
0.95
osm_hotels_points_in_0.01
0.87
osm_offices_points_in_0.01
0.87
osm_hotels_points_in_0.0075
0.86
osm_city_nearest_population
0.86
osm_offices_points_in_0.0075
0.86
osm_catering_points_in_0.01
0.85
osm_shops_points_in_0.01
0.85
osm_catering_points_in_0.0075
0.84
osm_amenity_points_in_0.01
0.84
osm_hotels_points_in_0.005
0.84
osm_amenity_points_in_0.0075
0.83
lat
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_train_stop_closest_dist
0.32
osm_offices_points_in_0.01
0.31
osm_offices_points_in_0.0075
0.30
osm_leisure_points_in_0.01
0.29
osm_offices_points_in_0.005
0.29
osm_shops_points_in_0.01
0.28
osm_hotels_points_in_0.01
0.28
osm_leisure_points_in_0.0075
0.28
osm_hotels_points_in_0.0075
0.28
osm_healthcare_points_in_0.01
0.28
osm_shops_points_in_0.0075
0.27
osm_amenity_points_in_0.01
0.27
osm_catering_points_in_0.01
0.27
osm_hotels_points_in_0.005
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
0.97
floor
0.21
osm_offices_points_in_0.001
0.20
osm_train_stop_points_in_0.0075
0.14
osm_building_points_in_0.001
0.11
date
0.10
osm_culture_points_in_0.001
0.10
osm_train_stop_points_in_0.005
0.09
osm_finance_points_in_0.001
0.08
realty_type
0.03
price_type
0.00
MOST FREQUENT VALUES

59.92648000000001
12
0.4%
59.9281277
8
0.3%
55.326599
8
0.3%
44.887337
7
0.2%
56.0139139
7
0.2%
56.83356550000001
6
0.2%
46.0893624
6
0.2%
55.7512628
6
0.2%
56.02177140000001
6
0.2%
56.037415
6
0.2%
56.0474931
6
0.2%
54.96815970000001
5
0.2%
54.7557496
5
0.2%
56.043724
5
0.2%
59.9336
5
0.2%
SMALLEST VALUES

42.8142
1
<0.1%
42.82011
1
<0.1%
43.099106
1
<0.1%
43.09914000000001
1
<0.1%
43.11006500000001
1
<0.1%
43.11156
1
<0.1%
43.11528
3
0.1%
43.117325
1
<0.1%
43.118168
1
<0.1%
43.120094
1
<0.1%
43.1201229
2
<0.1%
43.12129
1
<0.1%
43.124565
1
<0.1%
43.510937
1
<0.1%
43.5868004
2
<0.1%
LARGEST VALUES

69.356995
1
<0.1%
69.3557
1
<0.1%
69.35332
1
<0.1%
69.35157
1
<0.1%
69.35054000000001
1
<0.1%
69.34697
2
<0.1%
65.99414
1
<0.1%
65.13453
1
<0.1%
65.11551
1
<0.1%
64.592766
1
<0.1%
64.53921
1
<0.1%
63.74564
1
<0.1%
63.742897
2
<0.1%
63.741615
1
<0.1%
63.56921
1
<0.1%
lng
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_leisure_points_in_0.01
-0.36
osm_leisure_points_in_0.0075
-0.36
osm_shops_points_in_0.01
-0.35
osm_shops_points_in_0.0075
-0.35
osm_shops_points_in_0.005
-0.34
osm_amenity_points_in_0.01
-0.33
osm_amenity_points_in_0.0075
-0.33
osm_amenity_points_in_0.005
-0.33
osm_offices_points_in_0.01
-0.32
osm_leisure_points_in_0.005
-0.31
osm_offices_points_in_0.0075
-0.31
osm_offices_points_in_0.005
-0.31
osm_healthcare_points_in_0.01
-0.30
osm_healthcare_points_in_0.0075
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
1.00
floor
0.26
osm_offices_points_in_0.001
0.20
osm_culture_points_in_0.001
0.15
osm_train_stop_points_in_0.0075
0.13
date
0.13
osm_finance_points_in_0.001
0.11
osm_building_points_in_0.001
0.11
osm_train_stop_points_in_0.005
0.09
realty_type
0.07
price_type
0.00
MOST FREQUENT VALUES

36.14790822132834
1
<0.1%
59.96251250212973
1
<0.1%
43.950275215250215
1
<0.1%
60.589641245737255
1
<0.1%
39.603113866881024
1
<0.1%
20.505150378910702
1
<0.1%
65.57279652505841
1
<0.1%
20.514345298738505
1
<0.1%
92.8966337054038
1
<0.1%
60.62407470004399
1
<0.1%
34.339628139124585
1
<0.1%
65.54329125959924
1
<0.1%
73.44361587685252
1
<0.1%
82.92434635327369
1
<0.1%
82.93743250780685
1
<0.1%
SMALLEST VALUES

20.142403579818147
1
<0.1%
20.14300471991001
1
<0.1%
20.45215532232917
1
<0.1%
20.46748391586924
1
<0.1%
20.472431745463947
1
<0.1%
20.472494322503657
1
<0.1%
20.47298364455293
1
<0.1%
20.473580935429336
1
<0.1%
20.47366206464072
1
<0.1%
20.47369221237415
1
<0.1%
20.4738250217976
1
<0.1%
20.47390370403296
1
<0.1%
20.476609956332528
1
<0.1%
20.47963730158839
1
<0.1%
20.4807265582671
1
<0.1%
LARGEST VALUES

132.87223153914752
1
<0.1%
132.86571988138115
1
<0.1%
131.95172170416566
1
<0.1%
131.94968376021342
1
<0.1%
131.94439711763928
1
<0.1%
131.93985035581886
1
<0.1%
131.90142793113816
1
<0.1%
131.89562234069814
1
<0.1%
131.89332222315556
1
<0.1%
131.89246119497108
1
<0.1%
131.8922657415106
1
<0.1%
131.89226316803712
1
<0.1%
131.88661056692794
1
<0.1%
131.88489584339376
1
<0.1%
131.88057996908086
1
<0.1%
total_square
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.005
0.05
reform_count_of_houses_500
-0.05
osm_crossing_points_in_0.001
0.05
osm_transport_stop_points_in_0.01
0.04
osm_transport_stop_points_in_0.0075
0.04
osm_culture_points_in_0.01
0.03
osm_train_stop_closest_dist
-0.03
reform_house_population_500
-0.03
osm_train_stop_points_in_0.01
0.03
osm_culture_points_in_0.0075
0.03
reform_count_of_houses_1000
-0.03
osm_transport_stop_closest_dist
-0.03
osm_city_closest_dist
-0.03
osm_subway_closest_dist
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

floor
0.31
region
0.17
osm_train_stop_points_in_0.0075
0.12
date
0.07
osm_finance_points_in_0.001
0.06
osm_culture_points_in_0.001
0.05
realty_type
0.05
osm_train_stop_points_in_0.005
0.04
osm_offices_points_in_0.001
0.03
osm_building_points_in_0.001
0.02
price_type
0.00
MOST FREQUENT VALUES

156.14899551575306
1
<0.1%
113.9960555101823
1
<0.1%
17713.066159432474
1
<0.1%
1825.745529598509
1
<0.1%
432.5789577328245
1
<0.1%
332.3921262376432
1
<0.1%
114.84827987713776
1
<0.1%
539.6203496006307
1
<0.1%
115.3981341010464
1
<0.1%
252.9636638635409
1
<0.1%
49.259027249276215
1
<0.1%
272.1163187827234
1
<0.1%
209.9302043387651
1
<0.1%
114.88810298267828
1
<0.1%
327.49991356756533
1
<0.1%
SMALLEST VALUES

7.279623396613401
1
<0.1%
7.633542075695523
1
<0.1%
7.724596167253223
1
<0.1%
7.8027865042947075
1
<0.1%
9.181471241789708
1
<0.1%
9.185020023550482
1
<0.1%
9.418087607399324
1
<0.1%
9.744818831328628
1
<0.1%
10.525417479695024
1
<0.1%
10.952155514568268
1
<0.1%
11.661234599046097
1
<0.1%
12.189951229921355
1
<0.1%
12.502647714778751
1
<0.1%
12.515895245078154
1
<0.1%
13.08981372923888
1
<0.1%
LARGEST VALUES

31124.72542634959
1
<0.1%
19063.635421364743
1
<0.1%
17713.066159432474
1
<0.1%
14341.916918606916
1
<0.1%
13718.689728573105
1
<0.1%
12497.837475622202
1
<0.1%
7372.804431705549
1
<0.1%
7338.775977911321
1
<0.1%
7229.268978740127
1
<0.1%
7026.139218455442
1
<0.1%
6956.4926946336645
1
<0.1%
6683.779612837374
1
<0.1%
6297.922113015391
1
<0.1%
5829.621136994232
1
<0.1%
5785.124955203907
1
<0.1%
street
MISSING:
6
(<1%)
74
2%
-
-
S12711
44
1%
-
-
S9675
32
1%
-
-
S24233
31
1%
-
-
S13992
27
<1%
-
-
S10922
26
<1%
-
-
S14617
24
<1%
-
-
S14410
24
<1%
-
-
S11347
23
<1%
-
-
S31918
20
<1%
-
-
S6089
19
<1%
-
-
S15441
19
<1%
-
-
S2336
18
<1%
-
-
S2095
18
<1%
-
-
S6671
18
<1%
-
-
S10442
17
<1%
-
-
S14207
16
<1%
-
-
S3265
16
<1%
-
-
S4157
16
<1%
-
-
S7108
16
<1%
-
-
S12321
16
<1%
-
-
S32158
15
<1%
-
-
S27481
15
<1%
-
-
S14828
15
<1%
-
-
S19208
14
<1%
-
-
S28925
14
<1%
-
-
S19729
14
<1%
-
-
S2682
13
<1%
-
-
S17172
13
<1%
-
-
S20658
13
<1%
-
-
S9256
13
<1%
-
-
S32174
13
<1%
-
-
S20543
12
<1%
-
-
S7705
12
<1%
-
-
S17147
12
<1%
-
-
S20527
11
<1%
-
-
S25086
11
<1%
-
-
S18486
11
<1%
-
-
S7137
11
<1%
-
-
S25549
11
<1%
-
-
S28017
11
<1%
-
-
S31937
11
<1%
-
-
S2181
10
<1%
-
-
S19642
10
<1%
-
-
S3435
10
<1%
-
-
S11431
9
<1%
-
-
S23924
9
<1%
-
-
S9671
9
<1%
-
-
S13951
9
<1%
-
-
S11220
9
<1%
-
-
S32134
9
<1%
-
-
S14239
9
<1%
-
-
S2108
9
<1%
-
-
S27968
9
<1%
-
-
S12785
9
<1%
-
-
S19076
9
<1%
-
-
S24620
9
<1%
-
-
S5611
9
<1%
-
-
S18724
8
<1%
-
-
S6517
8
<1%
-
-
S21661
2,026
68%
-
-
(Other)
date
MISSING:
---
TOP CATEGORIES

2020-12-27
245
8%
2020-11-22
225
8%
2020-12-06
210
7%
2020-10-25
208
7%
2020-11-15
205
7%
2020-09-13
191
6%
2020-12-20
189
6%
2020-11-29
175
6%
2020-12-13
173
6%
2020-09-20
172
6%
2020-11-08
170
6%
2020-11-01
164
6%
2020-09-27
149
5%
2020-10-11
143
5%
2020-10-18
136
5%
2020-09-06
111
4%
2020-10-04
108
4%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
date
PROVIDES INFORMATION ON...

price_type
1.00
osm_train_stop_points_in_0.005
0.12
floor
0.09
osm_train_stop_points_in_0.0075
0.09
osm_building_points_in_0.001
0.07
region
0.06
osm_culture_points_in_0.001
0.05
osm_offices_points_in_0.001
0.04
osm_finance_points_in_0.001
0.02
realty_type
0.01

THESE FEATURES
GIVE INFORMATION
ON date:

region
0.07
floor
0.07
osm_offices_points_in_0.001
0.01
osm_train_stop_points_in_0.0075
0.01
osm_culture_points_in_0.001
0.01
osm_train_stop_points_in_0.005
0.01
osm_finance_points_in_0.001
0.00
realty_type
0.00
osm_building_points_in_0.001
0.00
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
date
CORRELATION RATIO WITH...

lng
0.13
lat
0.10
osm_train_stop_closest_dist
0.10
osm_crossing_closest_dist
0.10
osm_city_closest_dist
0.10
osm_offices_points_in_0.005
0.10
osm_finance_points_in_0.01
0.10
osm_offices_points_in_0.01
0.10
osm_leisure_points_in_0.0075
0.09
osm_shops_points_in_0.001
0.09
osm_offices_points_in_0.0075
0.09
reform_mean_year_building_500
0.09
osm_hotels_points_in_0.01
0.09
osm_catering_points_in_0.01
0.09
realty_type
MISSING:
---
TOP CATEGORIES

10
1,478
50%
100
873
29%
110
623
21%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
realty_type
PROVIDES INFORMATION ON...

price_type
1.00
floor
0.05
osm_train_stop_points_in_0.005
0.02
osm_offices_points_in_0.001
0.02
region
0.02
osm_building_points_in_0.001
0.02
osm_culture_points_in_0.001
0.01
osm_train_stop_points_in_0.0075
0.01
osm_finance_points_in_0.001
0.01
date
0.00

THESE FEATURES
GIVE INFORMATION
ON realty_type:

floor
0.10
region
0.05
osm_offices_points_in_0.001
0.01
date
0.01
osm_culture_points_in_0.001
0.00
osm_train_stop_points_in_0.005
0.00
osm_finance_points_in_0.001
0.00
osm_train_stop_points_in_0.0075
0.00
osm_building_points_in_0.001
0.00
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
realty_type
CORRELATION RATIO WITH...

osm_crossing_points_in_0.01
0.11
osm_crossing_points_in_0.0075
0.11
osm_crossing_points_in_0.005
0.10
osm_finance_points_in_0.0075
0.10
osm_finance_points_in_0.01
0.10
osm_city_nearest_population
0.09
osm_shops_points_in_0.001
0.09
osm_finance_points_in_0.005
0.09
osm_city_closest_dist
0.08
osm_offices_points_in_0.005
0.07
osm_amenity_points_in_0.001
0.07
lng
0.07
osm_historic_points_in_0.01
0.07
osm_subway_closest_dist
0.06
price_type
MISSING:
---
TOP CATEGORIES

1
2,974
100%
ALL
2,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_type
PROVIDES INFORMATION ON...

osm_building_points_in_0.001
0.00
date
0.00
osm_offices_points_in_0.001
0.00
region
0.00
osm_finance_points_in_0.001
0.00
osm_train_stop_points_in_0.0075
0.00
realty_type
0.00
osm_culture_points_in_0.001
-0.00
floor
-0.00
osm_train_stop_points_in_0.005
-0.00

THESE FEATURES
GIVE INFORMATION
ON price_type:

floor
1.00
osm_building_points_in_0.001
1.00
osm_culture_points_in_0.001
1.00
osm_finance_points_in_0.001
1.00
osm_offices_points_in_0.001
1.00
osm_train_stop_points_in_0.005
1.00
osm_train_stop_points_in_0.0075
1.00
region
1.00
date
1.00
realty_type
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_type
CORRELATION RATIO WITH...

osm_amenity_points_in_0.001
0.00
osm_amenity_points_in_0.005
0.00
osm_amenity_points_in_0.0075
0.00
osm_amenity_points_in_0.01
0.00
osm_building_points_in_0.005
0.00
osm_building_points_in_0.0075
0.00
osm_building_points_in_0.01
0.00
osm_catering_points_in_0.001
0.00
osm_catering_points_in_0.005
0.00
osm_catering_points_in_0.0075
0.00
osm_catering_points_in_0.01
0.00
osm_city_closest_dist
0.00
osm_city_nearest_population
0.00
osm_crossing_closest_dist
0.00